[object Object]

← back to Designer Wallcoverings

auto-save: 2026-06-23T13:52:03 (9 files) — shopify/audit/collection-hero-manifest.json shopify/audit/collection-hero-manifest.md shopify/scripts/cadence/data/cadence-cursor.json shopify/scripts/cadence/data/cadence-plan-pm-2026-06-23.json shopify/scripts/cadence/data/upload-restore-2026-06-23.jsonl

25b799da634c79b75eae35fb791bf677abaf10ab · 2026-06-23 13:52:08 -0700 · Steve Abrams

Files touched

Diff

commit 25b799da634c79b75eae35fb791bf677abaf10ab
Author: Steve Abrams <steve@designerwallcoverings.com>
Date:   Tue Jun 23 13:52:08 2026 -0700

    auto-save: 2026-06-23T13:52:03 (9 files) — shopify/audit/collection-hero-manifest.json shopify/audit/collection-hero-manifest.md shopify/scripts/cadence/data/cadence-cursor.json shopify/scripts/cadence/data/cadence-plan-pm-2026-06-23.json shopify/scripts/cadence/data/upload-restore-2026-06-23.jsonl
---
 dw-acoustical-FIXED.png                            |   Bin 0 -> 4644824 bytes
 dw-home-FIXED.png                                  |   Bin 0 -> 2008070 bytes
 shopify/audit/collection-hero-manifest.json        | 10448 ++++++++++++++++---
 shopify/audit/collection-hero-manifest.md          |   239 +-
 shopify/scripts/cadence/data/cadence-cursor.json   |     2 +-
 .../cadence/data/cadence-plan-pm-2026-06-23.json   |   186 +-
 .../cadence/data/upload-restore-2026-06-23.jsonl   |    18 +
 shopify/tres-tintas-room-backups/_regen.ledger     |    18 +
 vendor-scrapers/china-seas-refresh                 |     2 +-
 9 files changed, 9582 insertions(+), 1331 deletions(-)

diff --git a/dw-acoustical-FIXED.png b/dw-acoustical-FIXED.png
new file mode 100644
index 00000000..36c4e268
Binary files /dev/null and b/dw-acoustical-FIXED.png differ
diff --git a/dw-home-FIXED.png b/dw-home-FIXED.png
new file mode 100644
index 00000000..80a512c5
Binary files /dev/null and b/dw-home-FIXED.png differ
diff --git a/shopify/audit/collection-hero-manifest.json b/shopify/audit/collection-hero-manifest.json
index b6228f69..77eb1369 100644
--- a/shopify/audit/collection-hero-manifest.json
+++ b/shopify/audit/collection-hero-manifest.json
@@ -1,17 +1,17 @@
 {
-  "generated_at": "2026-06-23T13:19:34.780426",
+  "generated_at": "2026-06-23T13:50:44.701835",
   "store": "designer-laboratory-sandbox.myshopify.com",
   "api": "2024-10",
   "model": "gemini-2.5-flash",
-  "partial": true,
+  "partial": false,
   "counts": {
-    "resolved": 23,
-    "flagged": 87,
-    "already_good": 16
+    "resolved": 220,
+    "flagged": 271,
+    "already_good": 174
   },
   "vision": {
-    "calls": 110,
-    "cost_usd": 0.066
+    "calls": 965,
+    "cost_usd": 0.579
   },
   "rows": [
     {
@@ -335,1495 +335,9487 @@
       "confidence": "vision",
       "reason": "re-pick: existing image scored as swatch",
       "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/BV30438.jpg?v=1774040394"
-    }
-  ],
-  "flagged": [
-    {
-      "handle": "1838",
-      "title": "1838",
-      "kind": "custom",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
     },
     {
-      "handle": "hollywood-vinyls-vol-1",
-      "title": "Hollywood Vinyls Vol. 1",
+      "handle": "trending-wallpaper-collection-2026",
+      "title": "Trending Wallcovering Collection 2026",
       "kind": "custom",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298339205171,
+      "chosen_product_id": 7859479183411,
+      "chosen_product_handle": "crystal-gold-artmura",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Crystal-room.jpg?v=1781282583",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/f8130-01_xkfr5fowp4iivovj.jpg?v=1776627811"
     },
     {
-      "handle": "wallpapersback",
-      "title": "WALLPAPERSBACK",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/72557d6dff8a63490b98b227c3ec6154.jpg?v=1572309028",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/99ac4244b7bf9ddeb344e7a0a73ac5f4.jpg?v=1572309760",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/f57b00a296b7ef5901eb86a1471f9123.jpg?v=1572309760",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": false,
-      "existing_image_src": null
+      "handle": "ajiro-wallpapers-by-maya-romanoff",
+      "title": "Ajiro",
+      "kind": "smart",
+      "collection_id": 286631297075,
+      "chosen_product_id": 7384906629171,
+      "chosen_product_handle": "ah-4x02-maya-50098",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-ah-4x02-maya-50098.jpg?v=1775764883",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2024-12-23at10.03.40AM_dd051e26-6735-4454-88d5-013da99c271e.png?v=1776628728"
     },
     {
-      "handle": "3d-decibel",
-      "title": "3d Decibel",
+      "handle": "alligator-skin-wallpaper-collection",
+      "title": "Alligator Skin Wallcovering Collection (New)",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298841899059,
+      "chosen_product_id": 7797733294131,
+      "chosen_product_handle": "crowleys-crocodile-animal-skin-emboss-walls-copy",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room_7797733294131.png?v=1780090674",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_5954240a-d7db-419e-9f35-459959a4dede.jpg?v=1776628001"
     },
     {
-      "handle": "anima",
-      "title": "Anima",
+      "handle": "andrew-martin-wallcoverings",
+      "title": "Andrew Martin",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298270261299,
+      "chosen_product_id": 7799386669107,
+      "chosen_product_handle": "constantinople-multicoloured-wallcovering-andrew-martin",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/35445-constantinoplewallpaper-nicklebysofaindusbrick-scattercushionsindusbrickoxusmultiandelbrusmulti.jpg?v=1776038501",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AMW10083_630_f9d8f57c-810f-4582-9959-11d677ee3d72.jpg?v=1774040098"
     },
     {
-      "handle": "anthology-wallcoverings",
-      "title": "Anthology Wallcoverings",
+      "handle": "animal-print-wallpaper",
+      "title": "Animal Print",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298512285747,
+      "chosen_product_id": 3951395078209,
+      "chosen_product_handle": "folia-dark-jungle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WW_FoliaDARK_03.jpg?v=1613077506",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CROCA-93031-sample-clean_968c57e3-2ec8-4692-98c3-32b45199ce7b.jpg?v=1776628572"
     },
     {
-      "handle": "aracne",
-      "title": "Aracne",
+      "handle": "animal-skin",
+      "title": "Animal Skin",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 283367211059,
+      "chosen_product_id": 1495376887920,
+      "chosen_product_handle": "carlos-cheetah-wallpaper-skn-6807",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-carlos-cheetah-wallpaper-skn-6807.jpg?v=1775976838",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ABILENE_21_0b867495-d168-4b3d-8434-f168b5228756.jpg?v=1776628259"
     },
     {
-      "handle": "artisan-by-bodo-sperlein",
-      "title": "Artisan By Bodo Sperlein",
+      "handle": "architectural-fabrics",
+      "title": "Architectural",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298270294067,
+      "chosen_product_id": 7775004000307,
+      "chosen_product_handle": "alexandria-classic-architectural-fabrics",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DWRW-190006-sofa-room-setting.png?v=1770916923",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fb347d8886fc1e78827cedc061263602_0058dd84-3a4a-4ef2-9b2a-906fdecad84c.jpg?v=1776627584"
     },
     {
-      "handle": "bn-studio-collection",
-      "title": "Bn Studio Collection",
+      "handle": "arte",
+      "title": "Arte Wallcoverings",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 299575181363,
+      "chosen_product_id": 7774579195955,
+      "chosen_product_handle": "banyan-deep-forest-arte-international-wallcoverings-2",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Alaya_Banyan_11530_Roomshot_Web_HR-fullscreen_b5d113af-c22e-4903-9203-e98c53ba98af.jpg?v=1770664367",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Allures_Cabochon_29240_Mood_Web_LR-hero.jpg?v=1779282005"
     },
     {
-      "handle": "bn-walls",
-      "title": "BN Walls",
+      "handle": "arts-and-crafts-wallpaper",
+      "title": "Arts and Crafts",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 285885792307,
+      "chosen_product_id": 7817247195187,
+      "chosen_product_handle": "art-of-eden-forest-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/e2eb6581455ab89447655b3053669aa3.jpg?v=1776039953",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/100_1004_CS_a54688fe-23b1-42d4-b8a3-4c3f9481f789.jpg?v=1774494074"
     },
     {
-      "handle": "botanika",
-      "title": "Botanika",
+      "handle": "authentic-1950s-reproduction-vintage-wallcoverings",
+      "title": "1950's Vintage",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 137354805313,
+      "chosen_product_id": 7664594878515,
+      "chosen_product_handle": "elaines-authentic-vintage-1950s-wallpapers-1-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/mockup-Dig-5011663_black_04962cc8-ef6f-4388-b9f4-d53548320e86.jpg?v=1756868067",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/DIG_540022_1_640x640_72d6b515-9323-49ca-b1d7-b774a4792673.jpg?v=1776627874"
     },
     {
-      "handle": "carnegie-wallcoverings",
-      "title": "Carnegie Wallcoverings",
+      "handle": "authentic-1960s-reproduction-vintage-wallcoverings",
+      "title": "1960's Vintage",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 137354870849,
+      "chosen_product_id": 7664626008115,
+      "chosen_product_handle": "dig_62418_vintage_wallpaper_designer_wallcoverings-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DIG-62418_mockup.jpg?v=1756871141",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2023-10-06at8.19.51AM_b9c245aa-01d7-4b58-b294-8ed8d3891b50.png?v=1774495566"
     },
     {
-      "handle": "central-saint-martins-rest-time",
-      "title": "Central Saint Martins Rest Time",
+      "handle": "baroque-wallpaper",
+      "title": "Baroque",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298512678963,
+      "chosen_product_id": 7851168170035,
+      "chosen_product_handle": "amboise-pearl-dwrw-360113",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R17911_interior1.jpg?v=1780557432",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/journey-to-eden_5d75c4b9-7cfd-4dd0-9f45-2cf2a367d36f.jpg?v=1776627972"
     },
     {
-      "handle": "christian-fischbacher",
-      "title": "Christian Fischbacher",
+      "handle": "beige-cream-wallpaper-collection",
+      "title": "Beige & Cream Wallcovering Collection",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 283307343923,
+      "chosen_product_id": 4509280927795,
+      "chosen_product_handle": "wolfgordonwallcovering_dwwg_blr-5017-jpg",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/wg_wall_cu_73d4640c-070f-4633-97c9-415a352a96a8.jpg?v=1781889845",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/MW100-01-abaca-alabaster_02_a48ab978-c4fa-41fb-82f7-1f3a2947718d.jpg?v=1776628550"
     },
     {
-      "handle": "coco-d-vez-colortherapills",
-      "title": "Coco D Vez Colortherapills",
+      "handle": "beige-wallcoverings",
+      "title": "Beige Wallcoverings",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 299574329395,
+      "chosen_product_id": 7817259614259,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-lightblue-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c03ed25bd30fec0d8967368b396a7c08.jpg?v=1776041242",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/102be748f7232c885b078fc883e73d17.jpg?v=1776433726"
     },
     {
-      "handle": "color-stories-new",
-      "title": "Color Stories New",
+      "handle": "best-seller-internal-use",
+      "title": "Best Seller (internal use)",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 271903621171,
+      "chosen_product_id": 7817259614259,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-lightblue-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c03ed25bd30fec0d8967368b396a7c08.jpg?v=1776041242",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_857c6355-6917-4f21-9a03-ad1abe6e7374.jpg?v=1776628679"
     },
     {
-      "handle": "cotswolds-ybarra-amp-serret-for-coordonn",
-      "title": "Cotswolds Ybarra Amp Serret For Coordonn",
+      "handle": "black",
+      "title": "Black Wallcovering Collection",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 283285651507,
+      "chosen_product_id": 6679750901811,
+      "chosen_product_handle": "dwrw-76507",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R17163_interior1.jpg?v=1731088062",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/98803-5a572698d6374e3eafd37a223d55208f.jpg?v=1776628444"
     },
     {
-      "handle": "cowtan-tout-wallpaper-collection",
-      "title": "Cowtan & Tout Wallcovering Collection",
+      "handle": "black-wallcoverings",
+      "title": "Black Wallcoverings",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 299574263859,
+      "chosen_product_id": 6679750901811,
+      "chosen_product_handle": "dwrw-76507",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R17163_interior1.jpg?v=1731088062",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco.jpg?v=1776433758"
     },
     {
-      "handle": "creative-lab",
-      "title": "Creative Lab",
+      "handle": "borastapeter",
+      "title": "Borastapeter",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298506911795,
+      "chosen_product_id": 1496536449136,
+      "chosen_product_handle": "mary-mcdonald-chinoiserie-panel-green-pan-1930",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-conference_room-mary-mcdonald-chinoiserie-panel-green-pan-1930.jpg?v=1772093036",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/1469-1_11cfea07-c2eb-4425-abdf-712d53554d4c.jpg?v=1776627577"
     },
     {
-      "handle": "cubiq",
-      "title": "Cubiq",
+      "handle": "brand-mckenzie-wallpaper-collection",
+      "title": "Brand McKenzie Collection",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 279402545203,
+      "chosen_product_id": 7245733822515,
+      "chosen_product_handle": "dwbm-260073",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/abstract-jungle-teal-blue_7_fe9c5a52-57be-4da2-a967-0268a89e83db.webp?v=1749758551",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/abstract-jungle-leaf-green3.webp?v=1776627867"
     },
     {
-      "handle": "damaskus",
-      "title": "Damaskus",
+      "handle": "british-walls-1",
+      "title": "British Walls",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298506190899,
+      "chosen_product_id": 1495367680112,
+      "chosen_product_handle": "herons-island-coral-wallpaper-wallcovering-pop-14115",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/808736ff445a8b9d9d5c647c1fb8f79e.jpg?v=1572309028",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/9be173857952f68c51b5515ec4e66d12.jpg?v=1774495254"
     },
     {
-      "handle": "de-gournay-wallcoverings",
-      "title": "De Gournay",
+      "handle": "brown-wallcoverings",
+      "title": "Brown Wallcoverings",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 299574493235,
+      "chosen_product_id": 7851168464947,
+      "chosen_product_handle": "animal-luxe-brown-dwrw-360122",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21452_Animal-Luxe_Brown_Rebel-Walls_interior1_w.webp?v=1780557441",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/f7be58dcee1f645b83214e541302ae63.jpg?v=1776433729"
     },
     {
-      "handle": "debn-studio-collection",
-      "title": "Debn Studio Collection",
+      "handle": "brown-wallpaper-collection",
+      "title": "Brown",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 283307868211,
+      "chosen_product_id": 3951392817217,
+      "chosen_product_handle": "amazonia-light-jungle-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WW_AmazoniaLIGHT_01_fd573d33-1675-48da-bee3-dbb977562955.jpg?v=1613077492",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/A_JOURNEY_TO_EDEN_6dcf4c79-e956-4cd1-b5c7-05aa23acfd2f.jpg?v=1776628563"
     },
     {
-      "handle": "dedoodleedo",
-      "title": "Dedoodleedo",
+      "handle": "carlisle-co",
+      "title": "Carlisle & Co",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298506321971,
+      "chosen_product_id": 6625083097139,
+      "chosen_product_handle": "dwcc-805022-carlisleandco",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WCC_LX1026_AbacaHorizon_Anchor_1000x_3bd8b00f-51b9-4443-a976-adac82872ab6.jpg?v=1748622590",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WCC_LX1070_CorsicaCork_Ash_1000x_e92b23b0-e7eb-425f-bf32-422959e2d307.jpg?v=1774040074"
     },
     {
-      "handle": "defiore",
-      "title": "Defiore",
+      "handle": "collections",
+      "title": "Collections",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 286630674483,
+      "chosen_product_id": 7245733822515,
+      "chosen_product_handle": "dwbm-260073",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/abstract-jungle-teal-blue_7_fe9c5a52-57be-4da2-a967-0268a89e83db.webp?v=1749758551",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/happy-hour-day3.webp?v=1776627861"
     },
     {
-      "handle": "degrand-safari",
-      "title": "Degrand Safari",
+      "handle": "commercial",
+      "title": "Commercial",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 94652366913,
+      "chosen_product_id": 7787381063731,
+      "chosen_product_handle": "abaca-lake-romo",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-mw100-06.jpg?v=1775775617",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/98803-b3b85eb8f9454a6eb79ac8d6535c9ef5.jpg?v=1776628670"
     },
     {
-      "handle": "degrounded",
-      "title": "Degrounded",
+      "handle": "commercial-contract",
+      "title": "Commercial & Contract",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298894557235,
+      "chosen_product_id": 7787381063731,
+      "chosen_product_handle": "abaca-lake-romo",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-mw100-06.jpg?v=1775775617",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_536a4fab-de6d-4202-99bd-6de43f9e7e50.jpg?v=1776628667"
     },
     {
-      "handle": "delinen-stories",
-      "title": "Delinen Stories",
+      "handle": "commercial-specialty",
+      "title": "Commercial Specialty",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 95297994817,
+      "chosen_product_id": 7427675029555,
+      "chosen_product_handle": "dwkk-g264da455",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-abilene-21-0.jpg?v=1775105897",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_db2d050c-df04-4a65-8931-79de82d465a6.jpg?v=1776628347"
     },
     {
-      "handle": "fabric-backed",
-      "title": "Fabric Backed Wallcoverings",
+      "handle": "commercial-styles",
+      "title": "Commercial Styles",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 95297830977,
+      "chosen_product_id": 7427675029555,
+      "chosen_product_handle": "dwkk-g264da455",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-abilene-21-0.jpg?v=1775105897",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_cb43b8f0-6c8a-4ef9-b1b4-c00e5147275f.jpg?v=1776628664"
     },
     {
-      "handle": "fromental-wallcoverings",
-      "title": "Fromental Wallcoverings",
+      "handle": "contemporary",
+      "title": "Contemporary Style Wallcovering Collections",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 95014715457,
+      "chosen_product_id": 7817254404147,
+      "chosen_product_handle": "[private-label]-design-panel-anna-d-andrea-green-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/966f47f3331d8361aee8f40240d6505c.jpg?v=1776041039",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_4772da5e-3c75-464b-b0c2-1719a73b3cc6.jpg?v=1776628661"
     },
     {
-      "handle": "groundworks-wallcoverings",
-      "title": "Groundworks Wallcoverings",
+      "handle": "coordonne",
+      "title": "Coordonn\u00e9",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298505863219,
+      "chosen_product_id": 1502427971696,
+      "chosen_product_handle": "aged-wood-walls-cor-23088",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/511458ba89d88d8ff2c16b359de550c2.jpg?v=1739303998",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/A00909_02_25a64446-de93-4b10-a52f-4872a50f870f.jpg?v=1776627776"
     },
     {
-      "handle": "knoll-textiles",
-      "title": "Knoll Wallcoverings",
+      "handle": "coordonne-collection-european-wallpaper",
+      "title": "Coordonn\u00e9 Wallcovering Collection",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 283469086771,
+      "chosen_product_id": 1502427971696,
+      "chosen_product_handle": "aged-wood-walls-cor-23088",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/511458ba89d88d8ff2c16b359de550c2.jpg?v=1739303998",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/36d4ee24d6b5f766008a5407a7cb437c.jpg?v=1776627487"
     },
     {
-      "handle": "la-walls",
-      "title": "LA Walls",
+      "handle": "coral",
+      "title": "Coral Wallcovering Collection",
       "kind": "smart",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/c47fa5829c3b343f7b56c3e4556343d2.jpg?v=1572309966",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/cc1e93e1183d1948d8afc1c6a3fcc7ed.jpg?v=1572309963",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7cc3598c0a8e1f200fc9693ca89cc9e7.jpg?v=1572309962",
-          "score": 5
-        }
-      ],
-      "last_vision": "gemini-err: 'parts'",
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 282281377843,
+      "chosen_product_id": 7817252306995,
+      "chosen_product_handle": "anna-d-andrea-green-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c63b3edb44f569170b10116168ed1d99.jpg?v=1776040939",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/jungle-life-aquamarine-coral.jpg?v=1776628543"
     },
     {
-      "handle": "maharam-wallcoverings",
-      "title": "Maharam Wallcoverings",
+      "handle": "cork",
+      "title": "Natural Cork",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 79865512048,
+      "chosen_product_id": 7519948603443,
+      "chosen_product_handle": "aura-cork-natural-wallpaper-silver-wallpaper-sample-architectural-wallcoverings",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TAKUMI-ROOMSET_TAK-CA05-02__CORK.jpg?v=1739409243",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/INW23_1056x1056_cff109ff-3d8e-4810-91b7-c55c876f35b2.jpg?v=1776628025"
     },
     {
-      "handle": "malibu-walls",
-      "title": "Malibu Walls",
+      "handle": "cork-wallpaper-collection",
+      "title": "Cork Wallcovering Collection",
       "kind": "smart",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO -",
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 283365015603,
+      "chosen_product_id": 7519948603443,
+      "chosen_product_handle": "aura-cork-natural-wallpaper-silver-wallpaper-sample-architectural-wallcoverings",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TAKUMI-ROOMSET_TAK-CA05-02__CORK.jpg?v=1739409243",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AC637D0C-404C-445C-A29A-4686115D2C43.jpg?v=1776628028"
     },
     {
-      "handle": "malibu-walls-coastal",
-      "title": "Malibu Walls \u2014 Coastal",
+      "handle": "crypton",
+      "title": "Crypton Durable",
       "kind": "smart",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40804_bedb8d39-ce6d-4fdd-a1a1-90feb558ccb8.jpg?v=1748380484",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40809_4faa5867-38ee-4064-8098-550a96adf3c2.jpg?v=1748380481",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 283365834803,
+      "chosen_product_id": 7786403397683,
+      "chosen_product_handle": "kravet-7",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-36408-16-0.jpg?v=1775094217",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ACE_46J6811.jpg?v=1774494288"
     },
     {
-      "handle": "malibu-walls-contemporary",
-      "title": "Malibu Walls \u2014 Contemporary",
+      "handle": "d-f-brands",
+      "title": "D-L",
       "kind": "smart",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO -",
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 289748942899,
+      "chosen_product_id": 7422808358963,
+      "chosen_product_handle": "dwkk-g0fbc8123",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-2020212-916-0.jpg?v=1775085449",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_0420ddff-1559-4ac6-a496-3d6a6838fe95.jpg?v=1776628658"
     },
     {
-      "handle": "malibu-walls-geometric",
-      "title": "Malibu Walls \u2014 Geometric",
+      "handle": "damask-traditional",
+      "title": "Damask & Traditional",
       "kind": "smart",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LW51902F-A_88342a1e-58a2-433e-bf7e-7a8ab646a488.jpg?v=1748380216",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO -",
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298894852147,
+      "chosen_product_id": 7817264398387,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-white-wallcovering-[private-label]-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0c80907b3cadba1b1180c2caf7c0a89d.jpg?v=1776041470",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/A_FABLE_Alabaster_52x70cm_WP30001_e4e61afa-51b6-42b4-8a0c-e17168a4c99f.jpg?v=1776628405"
     },
     {
-      "handle": "malibu-walls-minimalist",
-      "title": "Malibu Walls \u2014 Minimalist",
+      "handle": "dark-green",
+      "title": "Chocolate Brown",
       "kind": "smart",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40809_4faa5867-38ee-4064-8098-550a96adf3c2.jpg?v=1748380481",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 276062437427,
+      "chosen_product_id": 3951392817217,
+      "chosen_product_handle": "amazonia-light-jungle-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WW_AmazoniaLIGHT_01_fd573d33-1675-48da-bee3-dbb977562955.jpg?v=1613077492",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/A_JOURNEY_TO_EDEN.jpg?v=1776628560"
     },
     {
-      "handle": "malibu-walls-scandinavian",
-      "title": "Malibu Walls \u2014 Scandinavian",
+      "handle": "designers-guild-wallcoverings",
+      "title": "Designers Guild Wallcoverings",
       "kind": "smart",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40804_bedb8d39-ce6d-4fdd-a1a1-90feb558ccb8.jpg?v=1748380484",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 299575312435,
+      "chosen_product_id": 7513958154291,
+      "chosen_product_handle": "eur-90422-designer-wallcoverings-los-angeles",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/120527.webp?v=1738200999",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/139191.jpg?v=1776433875"
     },
     {
-      "handle": "malibu-walls-traditional",
-      "title": "Malibu Walls \u2014 Traditional",
+      "handle": "designers-guild-wallpaper",
+      "title": "Designers Guild Wallcovering Collection",
       "kind": "smart",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60429_b53665f2-c492-4e84-8729-76c8b8ac6f58.jpg?v=1748378549",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/FC61801.jpg?v=1748375681",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/FC61802.jpg?v=1748375679",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 262288703539,
+      "chosen_product_id": 7513958154291,
+      "chosen_product_handle": "eur-90422-designer-wallcoverings-los-angeles",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/120527.webp?v=1738200999",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/139191_351ad561-6651-4969-ae50-6b62eb7ae3f6.jpg?v=1776627732"
     },
     {
-      "handle": "malibu-walls-transitional",
-      "title": "Malibu Walls \u2014 Transitional",
+      "handle": "dots",
+      "title": "Dots and Circle",
       "kind": "smart",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LW51902F-A_88342a1e-58a2-433e-bf7e-7a8ab646a488.jpg?v=1748380216",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40804_bedb8d39-ce6d-4fdd-a1a1-90feb558ccb8.jpg?v=1748380484",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41400_00086728-1029-44f7-8181-0bd9b29eaac3.jpg?v=1748380454",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 94340022337,
+      "chosen_product_id": 7851180359731,
+      "chosen_product_handle": "blocks-and-circles-beige-dwrw-360458",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21621_interior1.jpg?v=1780557836",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WFT1689_WT_1f748914-6c6b-43e7-8889-92cb14f08a4f.jpg?v=1774494856"
     },
     {
-      "handle": "matthew-williamson-wallcoverings",
-      "title": "Matthew Williamson Wallcoverings",
+      "handle": "dragon-motifs",
+      "title": "Dragon Motifs",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 279773544499,
+      "chosen_product_id": 7855840329779,
+      "chosen_product_handle": "dragon-tree-bloom-green-wallcoverings-dwrw-361061",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21324_interior1.jpg?v=1781030134",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/67489f21433b1b59b29c7fc270590657.jpg?v=1776627744"
     },
     {
-      "handle": "mc-escher",
-      "title": "MC Escher",
+      "handle": "dw-staff-picks",
+      "title": "DW Staff Picks",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 271855976499,
+      "chosen_product_id": 4501880963123,
+      "chosen_product_handle": "glambeads-cream-marble-glass-bead-wallpaper-gbs-20007",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/TTN-1502.jpg?v=1615230253",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_80ee291b-5b54-4f57-8e8b-6f85dbf508d9.jpg?v=1776628152"
     },
     {
-      "handle": "mdc-wallcoverings",
-      "title": "MDC Wallcoverings",
+      "handle": "embossed",
+      "title": "Embossed Texture",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 93444866113,
+      "chosen_product_id": 7799394893875,
+      "chosen_product_handle": "barocco-cream-embossed-wallcovering-versace-3",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/8fe84641482c25fff20af8a577b92e67.jpg?v=1773710759",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/8fe84641482c25fff20af8a577b92e67.jpg?v=1776628218"
     },
     {
-      "handle": "mr-perswall-wallcoverings",
-      "title": "Mr Perswall Wallcoverings",
+      "handle": "exclusive",
+      "title": "Exclusive Showroom Collections",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 94648172609,
+      "chosen_product_id": 7799391748147,
+      "chosen_product_handle": "art-de-la-table-silver-pink-wallcovering-versace-2",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/7e0b07f9db9cf672562f40714d09a70f.jpg?v=1773710409",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lido-palm-green_df0b4e90-f525-4591-9ab3-5e5a9ff78f71.jpg?v=1776628438"
     },
     {
-      "handle": "mural-source",
-      "title": "Mural Source",
+      "handle": "exclusive-pillows-at-dw",
+      "title": "Pillows at DW",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 263221477427,
+      "chosen_product_id": 7799839064115,
+      "chosen_product_handle": "bloomsbury-square-fabrics-af23116-plum-thibaut",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-af23116.jpg?v=1775140515",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/SO7265005.jpg?v=1776627702"
     },
     {
-      "handle": "sanderson",
-      "title": "Sanderson Wallcoverings",
+      "handle": "fantastic-frames",
+      "title": "Fantastic Frames",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 79870722160,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7334-02_002d1663-f99f-407e-bd6e-13b7db8bfff5.jpg?v=1776628215"
     },
     {
-      "handle": "sanderson-wallcoverings",
-      "title": "Sanderson Wallcoverings",
+      "handle": "faux-collection",
+      "title": "Faux Collection",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 164060758067,
+      "chosen_product_id": 1496097816688,
+      "chosen_product_handle": "ala-marsala-faux-cork-vinyl-cork-830",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ala-marsala-faux-cork-vinyl-cork-830-bedroom.jpg?v=1775087341",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fgb-102-sample-faux-glass-bead-wallcovering_2ef3ebde-f336-4086-994c-0b983adb90eb.jpg?v=1776628383"
     },
     {
-      "handle": "spoonflower",
-      "title": "Spoonflower Wallcoverings",
+      "handle": "faux-gold-leaf-walls-54",
+      "title": "Faux Gold Leaf Walls - 54\"",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 79893233776,
+      "chosen_product_id": 7519948603443,
+      "chosen_product_handle": "aura-cork-natural-wallpaper-silver-wallpaper-sample-architectural-wallcoverings",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TAKUMI-ROOMSET_TAK-CA05-02__CORK.jpg?v=1739409243",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ModernResource4-MetalLeaf-gold.jpg?v=1776628435"
     },
     {
-      "handle": "stout-wallcoverings",
-      "title": "Stout Wallcoverings",
+      "handle": "featured",
+      "title": "Featured",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 95247499329,
+      "chosen_product_id": 7851171512371,
+      "chosen_product_handle": "artsy-leafs-lilac-dwrw-360210",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20431_interior1.webp?v=1780557546",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20319258_3231ee5a-5a40-4cc9-9ef7-3d8375d0bd6a.jpg?v=1776628068"
     },
     {
-      "handle": "stout-wallpaper",
-      "title": "Stout Textiles Wallcoverings",
+      "handle": "florals-and-flowers",
+      "title": "Florals & Flowers Wallcovering Collection",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 289751531571,
+      "chosen_product_id": 7292245213235,
+      "chosen_product_handle": "dwqw-57040-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LW50001-A_5636323e-148c-442c-bab4-cfd4362092f0.jpg?v=1748380427",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/34d21f611b4037b4f792081b9085d53d.jpg?v=1776628537"
     },
     {
-      "handle": "stroheim-wallcoverings",
-      "title": "Stroheim Wallcoverings",
+      "handle": "foil",
+      "title": "Foil Wallcoverings",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 299576426547,
+      "chosen_product_id": 1496983470192,
+      "chosen_product_handle": "bella-parma-modern-metal-cork-print-prn-62330",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/bella-parma-modern-metal-cork-print-prn-62330-bedroom.jpg?v=1775115992",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Jam-Jars_02.jpg?v=1776433881"
     },
     {
-      "handle": "zuber-wallcoverings",
-      "title": "Zuber Wallcoverings",
+      "handle": "franquemont-london",
+      "title": "Franquemont London Wallcoverings",
       "kind": "smart",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": false,
-      "existing_image_src": null
+      "collection_id": 298971201587,
+      "chosen_product_id": 7778348531763,
+      "chosen_product_handle": "java-arctic-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-java-arctic-wallpaper.jpg?v=1775954999",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Java_SlateBlue_WallpaperSample_Franquemont_948a1aaa-ae30-4eb1-85ab-0e00b2144f5f.webp?v=1774494604"
     },
     {
-      "handle": "bella-italiano",
-      "title": "Bella Italiano",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2023-01-13at9.38.42AM.png?v=1745455603",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2023-01-13at10.12.19AM.png?v=1745455557",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2023-01-13at1.00.13PM.png?v=1745455417",
-          "score": 2
-        }
-      ],
-      "last_vision": "gemini-err: 'parts'",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/0289F08B-8DD9-4039-BE61-7D64C0DF99D5.jpg?v=1776627880"
+      "handle": "fretwork-wallpaper",
+      "title": "Fretwork Wallcovering",
+      "kind": "smart",
+      "collection_id": 298512810035,
+      "chosen_product_id": 7292545728563,
+      "chosen_product_handle": "dwqw-57495-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/2232208-A_4ab52bca-0c34-488f-9c23-ea68c09c93bd.jpg?v=1748379796",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-Flock-7001-sample.jpg?v=1776628101"
     },
     {
-      "handle": "candice-olson-collection",
-      "title": "Candice Olson Collection",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3355_16_796aa320-a101-44b9-ac4f-db4292d67724.jpg?v=1753122624",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3355_1611_51ca8841-a14a-4f0a-b300-79ba6bfc7668.jpg?v=1753122622",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3494_16_09a6d446-a133-41ef-b3d1-db86aa082015.jpg?v=1753122274",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W3353_15_a038dda4-02a8-4616-bdde-fde4f596248f.jpg?v=1776627938"
+      "handle": "geometric-durable-vinyl",
+      "title": "Geometric Patterns",
+      "kind": "smart",
+      "collection_id": 95011831873,
+      "chosen_product_id": 1497122537584,
+      "chosen_product_handle": "provacetero-posa-wallpaper-xe5-66800",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/provacetero-posa-wallpaper-xe5-66800-bedroom.jpg?v=1775135826",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/689f28a9167ac521fea6b25572460e30.jpg?v=1776627691"
     },
     {
-      "handle": "designer-pulse-2026-03-07",
-      "title": "Designer Pulse: 2026-03-07",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/tg60432_c8644533-bf9b-44f3-85b3-0fbaaea0d2e1.jpg?v=1748378545",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN41305_328833da-365a-4266-8fdd-18fa5db6ccae.jpg?v=1748378289",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN41307_df8ccb73-8c00-47a9-9a90-5f090f958c62.jpg?v=1748378287",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2e96a9017ae5423aac06355db0831666.jpg?v=1776627922"
+      "handle": "glambeads-by-dw",
+      "title": "Glambeads by DW",
+      "kind": "smart",
+      "collection_id": 299533926451,
+      "chosen_product_id": 4501880274995,
+      "chosen_product_handle": "glambeads-solid-pearl-glass-bead-wallpaper-gbs-19005",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/TTN-0709.jpg?v=1610407366",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TTN-1506_2_976b5f1a-2e68-4b4c-87d8-340bed8e2962.jpg?v=1776433828"
+    },
+    {
+      "handle": "glass-beaded",
+      "title": "Glass Beaded",
+      "kind": "smart",
+      "collection_id": 299533959219,
+      "chosen_product_id": 1495555997808,
+      "chosen_product_handle": "glambeads-shagreen-glass-bead-wallpaper-black-night-gbs-8501",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/Bandeaux_RM_Nature_precieuse11.jpg?v=1613244214",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c2c47c4d2c2bfb1520563fa4a34f138c.jpg?v=1776433906"
+    },
+    {
+      "handle": "gold-wallcoverings",
+      "title": "Gold Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299574132787,
+      "chosen_product_id": 7817258500147,
+      "chosen_product_handle": "50-jahre-as-beige-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/6f1e60372529a3985ca5d7664e91f08b.jpg?v=1776041190",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/102be748f7232c885b078fc883e73d17_6fa5fb84-b100-4576-a8e3-15cb6e6f8aea.jpg?v=1776433781"
+    },
+    {
+      "handle": "gp-j-baker",
+      "title": "GP & J Baker",
+      "kind": "smart",
+      "collection_id": 298507206707,
+      "chosen_product_id": 7421908647987,
+      "chosen_product_handle": "dwkk-g7cd421ec",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-bf11030-725-0.jpg?v=1775109514",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/BW45121_2_23f1307c-9aa4-4566-80e7-2c006e78f49a.jpg?v=1774039733"
+    },
+    {
+      "handle": "grasscloth-natural-fiber",
+      "title": "Grasscloth & Natural Fiber",
+      "kind": "smart",
+      "collection_id": 298894655539,
+      "chosen_product_id": 7787381063731,
+      "chosen_product_handle": "abaca-lake-romo",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-mw100-06.jpg?v=1775775617",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/MW100-01-abaca-alabaster_02_19da8159-4771-4a99-8426-8e41a683d472.jpg?v=1776628650"
+    },
+    {
+      "handle": "green-wallpaper-collection",
+      "title": "Green Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 164060037171,
+      "chosen_product_id": 7851166793779,
+      "chosen_product_handle": "aegis-green-dwrw-360075",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21511_interior1.webp?v=1780557388",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7904-04_mg0sky6oydr95alv.jpg?v=1776628643"
+    },
+    {
+      "handle": "hand-crafted",
+      "title": "Handcrafted",
+      "kind": "smart",
+      "collection_id": 93445357633,
+      "chosen_product_id": 1496938414192,
+      "chosen_product_handle": "ala-fresco-handcrafted-stripe-dws-59514",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/EssentialsWashedLinen_WashedLinen_3_Roomshot_Web_LR-og_b46e5dd8-a42f-4414-96a0-fe7b81c73958.jpg?v=1775759791",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/80860083f5b6c3d4f23473406841bf96.jpg?v=1774494825"
+    },
+    {
+      "handle": "hand-crafted-1",
+      "title": "Hand Crafted",
+      "kind": "smart",
+      "collection_id": 299533991987,
+      "chosen_product_id": 1496789876848,
+      "chosen_product_handle": "kipa-tight-woven-grasscloth-prg-47729",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/kipa-tight-woven-grasscloth-prg-47729-bedroom.jpg?v=1775098056",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5dfbc4cba5de274d7577c5db1c9ba788.jpg?v=1776433886"
+    },
+    {
+      "handle": "harlequin",
+      "title": "Harlequin",
+      "kind": "smart",
+      "collection_id": 298507239475,
+      "chosen_product_id": 7851178065971,
+      "chosen_product_handle": "big-harlequin-plum-dwrw-360388",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R15571_interior1.webp?v=1780557755",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c53fc535ac2e83df559c825ad10d1927.jpg?v=1776627844"
+    },
+    {
+      "handle": "harlequin-wallcoverings",
+      "title": "Harlequin Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299575443507,
+      "chosen_product_id": 6962335744051,
+      "chosen_product_handle": "dwhf-70539-sample-designer-wallcoverings-los-angeles",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HDMW113330_1_HAW0317_02_HARLEQUIN_Dolmens_WALLPAPER_ff38.jpg?v=1775792282",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/HTEW112779.jpg?v=1776433830"
+    },
+    {
+      "handle": "hermes",
+      "title": "Hermes",
+      "kind": "smart",
+      "collection_id": 299486117939,
+      "chosen_product_id": 1498076872816,
+      "chosen_product_handle": "hermes-wallpaper-at-dw-her-15027",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7e81a0a8ff4246bda6647995715e2fb0.jpg?v=1572309843",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/24f63f4aaef5d740b9ed48b942ae7dcc.jpg?v=1776433950"
+    },
+    {
+      "handle": "holly-hunt",
+      "title": "Holly Hunt",
+      "kind": "smart",
+      "collection_id": 298507272243,
+      "chosen_product_id": 6562240856115,
+      "chosen_product_handle": "dwhh-800469-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W4009_CumulusShimmer_Install_0_633c06e0-a8cb-437a-9c97-81e6d22fed22.jpg?v=1739996477",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W5018_PeaksAndValleys_Install_0_6a270d8a-58e3-44cd-8f2f-a565449319e2.jpg?v=1776628113"
+    },
+    {
+      "handle": "hygge-and-west",
+      "title": "Hygge & West Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299574788147,
+      "chosen_product_id": 6611269550131,
+      "chosen_product_handle": "back-to-the-future-hill-valley-wallpaper-sky",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2021-10-08at9.28.59AM.png?v=1633710602",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2021-10-08at10.45.49AM.png?v=1776433879"
+    },
+    {
+      "handle": "industrial",
+      "title": "Industrial Style",
+      "kind": "smart",
+      "collection_id": 95015796801,
+      "chosen_product_id": 7855831547955,
+      "chosen_product_handle": "concrete-flowers-beige-wallcoverings-dwrw-360860",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21180_interior1.jpg?v=1781029657",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7429edaabedfee744dae113a61318544.jpg?v=1776628116"
+    },
+    {
+      "handle": "innovations",
+      "title": "Innovations",
+      "kind": "smart",
+      "collection_id": 298506223667,
+      "chosen_product_id": 4466659295283,
+      "chosen_product_handle": "fuse-by-innovations-usa-dwc-fuse-2",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/Fuse-2.jpg?v=1736199499",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Immersion-5.jpg?v=1774040059"
+    },
+    {
+      "handle": "innovations-usa",
+      "title": "Innovations USA",
+      "kind": "smart",
+      "collection_id": 158981193779,
+      "chosen_product_id": 4466659295283,
+      "chosen_product_handle": "fuse-by-innovations-usa-dwc-fuse-2",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/Fuse-2.jpg?v=1736199499",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/FEL-001-_2.jpg?v=1776627889"
+    },
+    {
+      "handle": "kids-nursery",
+      "title": "Kids Nursery",
+      "kind": "smart",
+      "collection_id": 299574820915,
+      "chosen_product_id": 7833328746547,
+      "chosen_product_handle": "sp-serendipity-wallpaper-blue-red",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WalkersRoom-2_0c69d58d-019d-41c9-ab86-f5f7acfc5747.jpg?v=1778629835",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3467694ef6c58775a99ede81eae8e6b8.jpg?v=1776433920"
+    },
+    {
+      "handle": "koroseal",
+      "title": "Koroseal",
+      "kind": "smart",
+      "collection_id": 298505699379,
+      "chosen_product_id": 7519948603443,
+      "chosen_product_handle": "aura-cork-natural-wallpaper-silver-wallpaper-sample-architectural-wallcoverings",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TAKUMI-ROOMSET_TAK-CA05-02__CORK.jpg?v=1739409243",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/KWC_AL21_05_ADALYNWEAVE.jpg?v=1776627899"
+    },
+    {
+      "handle": "koroseal-wallpaper-collection",
+      "title": "Koroseal Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 289646968883,
+      "chosen_product_id": 7519948603443,
+      "chosen_product_handle": "aura-cork-natural-wallpaper-silver-wallpaper-sample-architectural-wallcoverings",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TAKUMI-ROOMSET_TAK-CA05-02__CORK.jpg?v=1739409243",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/67703_MOIRE-SAUVAGE_24x24-min.jpg?v=1776627896"
+    },
+    {
+      "handle": "kravet-contract-1",
+      "title": "Kravet Contract",
+      "kind": "smart",
+      "collection_id": 283204911155,
+      "chosen_product_id": 7427675029555,
+      "chosen_product_handle": "dwkk-g264da455",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-abilene-21-0.jpg?v=1775105897",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ABILENE_21_1636c998-b861-4f6e-842e-0158f8bcc144.jpg?v=1774039847"
+    },
+    {
+      "handle": "lattice-wallpaper",
+      "title": "Lattice Wallcovering",
+      "kind": "smart",
+      "collection_id": 298512089139,
+      "chosen_product_id": 4509271392307,
+      "chosen_product_handle": "wolfgordonwallcovering_dwwg_act-5071-jpg",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/wg_wall_fd77f707-5f3a-439c-ba35-bc66c7c8d508.jpg?v=1781889698",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/117_12037_CS_8d30b844-f2e6-48ef-9001-7e2ddbcba30f.jpg?v=1776628588"
+    },
+    {
+      "handle": "lee-jofa",
+      "title": "Lee Jofa",
+      "kind": "smart",
+      "collection_id": 260549181491,
+      "chosen_product_id": 7422808358963,
+      "chosen_product_handle": "dwkk-g0fbc8123",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-2020212-916-0.jpg?v=1775085449",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/P2019103_139_c38db37d-64b2-4713-b8aa-39f0b126c945.jpg?v=1776628523"
+    },
+    {
+      "handle": "lounge",
+      "title": "Lounge",
+      "kind": "smart",
+      "collection_id": 79876587632,
+      "chosen_product_id": 7789390168115,
+      "chosen_product_handle": "santa-fe-desir-sauvage-elitis",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-santa-fe-desir-sauvage-elitis.jpg?v=1775955764",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/image_e45f8137-539c-4b8f-b03f-a99ddb1c7cfe.jpg?v=1774494695"
+    },
+    {
+      "handle": "luxury-murals",
+      "title": "Luxury Murals",
+      "kind": "smart",
+      "collection_id": 298971070515,
+      "chosen_product_id": 1498295140464,
+      "chosen_product_handle": "ancient-columns-wallmural-mur-204499",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/417b198fa16c626ff70af21cca645f71.jpg?v=1572309873",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/417b198fa16c626ff70af21cca645f71_434262ba-b39a-43aa-9669-9e796710ac24.jpg?v=1774495684"
+    },
+    {
+      "handle": "luxury-murals-1",
+      "title": "Luxury Murals",
+      "kind": "smart",
+      "collection_id": 299533893683,
+      "chosen_product_id": 4720979083315,
+      "chosen_product_handle": "panel-99646-sample",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CH-204-CM1-2T.jpg?v=1612995693",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/E-CH-630-EG-SF-2T.jpg?v=1776433940"
+    },
+    {
+      "handle": "maya-romanoff",
+      "title": "Maya Romanoff Wallcovering",
+      "kind": "smart",
+      "collection_id": 160309379123,
+      "chosen_product_id": 7384909086771,
+      "chosen_product_handle": "bd-1521-maya-50165",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-bd-1521-maya-50165.jpg?v=1775765570",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Screenshot2024-07-24at3.36.02PM.png?v=1776627671"
+    },
+    {
+      "handle": "medallion-wallcoverings",
+      "title": "Medallion Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299591172147,
+      "chosen_product_id": 7799391748147,
+      "chosen_product_handle": "art-de-la-table-silver-pink-wallcovering-versace-2",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/7e0b07f9db9cf672562f40714d09a70f.jpg?v=1773710409",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/d52faced84a1aa136bf23de00017adf7.jpg?v=1776433868"
+    },
+    {
+      "handle": "mid-century-modern",
+      "title": "Mid Century Modern",
+      "kind": "smart",
+      "collection_id": 299533762611,
+      "chosen_product_id": 7817252536371,
+      "chosen_product_handle": "[private-label]-design-panel-lilly-luis-pale-blue-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ebad2af76f64e865fe3c391c266a30ec.jpg?v=1776040950",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/760a848da5a7b76b53fd16624696e536.jpg?v=1776433837"
+    },
+    {
+      "handle": "mid-century-modern-1",
+      "title": "Mid Century Modern",
+      "kind": "smart",
+      "collection_id": 261325914163,
+      "chosen_product_id": 7430013550643,
+      "chosen_product_handle": "dwwd-70464",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-dwwd-70464.jpg?v=1775956786",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/forest_mustardfinal_e0815ced-2013-4473-ace3-0f6db5e7fcf6.jpg?v=1776627472"
+    },
+    {
+      "handle": "mini-moderns-wallpaper",
+      "title": "Mini Moderns",
+      "kind": "smart",
+      "collection_id": 261326176307,
+      "chosen_product_id": 6562454437939,
+      "chosen_product_handle": "dmcm-820109-mid-century-modern-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/playrecordMUsitu_room_a8af0672-f8d4-4a0f-9148-4e5cbf697ede.jpg?v=1621360823",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/forest_mustardfinal_d0626cc6-f1ca-4a89-9491-ffa77ca5e343.jpg?v=1776627469"
+    },
+    {
+      "handle": "modern-1",
+      "title": "Modern Wallcovering",
+      "kind": "smart",
+      "collection_id": 283285979187,
+      "chosen_product_id": 7817259614259,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-lightblue-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c03ed25bd30fec0d8967368b396a7c08.jpg?v=1776041242",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c2c47c4d2c2bfb1520563fa4a34f138c_ad6909d7-8cc3-4f69-ab0c-20278de38976.jpg?v=1776628484"
+    },
+    {
+      "handle": "modern-hamptons-1",
+      "title": "Modern Hamptons",
+      "kind": "smart",
+      "collection_id": 79912206448,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7334-02_e113b1ab-0849-4d05-925f-6876d74369d5.jpg?v=1776628212"
+    },
+    {
+      "handle": "modern-originals-1",
+      "title": "Modern Originals",
+      "kind": "smart",
+      "collection_id": 79911878768,
+      "chosen_product_id": 7817259614259,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-lightblue-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c03ed25bd30fec0d8967368b396a7c08.jpg?v=1776041242",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_9c30fdb3-2440-48b6-a5eb-3dae041500ed.jpg?v=1776628628"
+    },
+    {
+      "handle": "moody-dark",
+      "title": "Moody & Dark",
+      "kind": "smart",
+      "collection_id": 298885709875,
+      "chosen_product_id": 6561337901107,
+      "chosen_product_handle": "dwhh-800112-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W1011_Bali_Install_1_5a3a1765-e022-4ad1-8236-e2f4d348ee49.jpg?v=1739997375",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Showgirls_MetallicPink_Black_6e953b9b-f1af-4baf-b555-8a8ebace74a3.jpg?v=1776628254"
+    },
+    {
+      "handle": "moody-dark-1",
+      "title": "Moody Dark",
+      "kind": "smart",
+      "collection_id": 298886070323,
+      "chosen_product_id": 3951392817217,
+      "chosen_product_handle": "amazonia-light-jungle-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WW_AmazoniaLIGHT_01_fd573d33-1675-48da-bee3-dbb977562955.jpg?v=1613077492",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_6e8a2ba1-1217-49fb-aabc-577606f53067.jpg?v=1776628429"
+    },
+    {
+      "handle": "multi",
+      "title": "Multi",
+      "kind": "smart",
+      "collection_id": 283334901811,
+      "chosen_product_id": 3951392817217,
+      "chosen_product_handle": "amazonia-light-jungle-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WW_AmazoniaLIGHT_01_fd573d33-1675-48da-bee3-dbb977562955.jpg?v=1613077492",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AH40901_7abfc4dc-d2aa-4cfc-b7e6-4948abf946b0.jpg?v=1776628466"
+    },
+    {
+      "handle": "navy-wallcoverings",
+      "title": "Navy Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299574362163,
+      "chosen_product_id": 6561340063795,
+      "chosen_product_handle": "dwhh-800255-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W1028_Aztec_Install_0_0cfebebb-9779-40a6-9065-0764c0f7c2a6.jpg?v=1739997251",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/bd7973dcd77166a24805c136cd47ef7d_7a4033e4-81bd-4010-ab15-8a75a1b3892c.jpg?v=1776433779"
+    },
+    {
+      "handle": "nina-campbell",
+      "title": "Nina Campbell",
+      "kind": "smart",
+      "collection_id": 298507534387,
+      "chosen_product_id": 7513502941235,
+      "chosen_product_handle": "eur-80304-ncw4301-designer-wallcoverings-los-angeles",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/beaurivage_ls_wp_959dde2a-afaa-414d-9a7d-f032b93ce4cf.webp?v=1738950297",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-EUR-80271-Sample_7ca6d21c-903a-4536-b6bd-55b9ab57b18d.jpg?v=1776627638"
+    },
+    {
+      "handle": "non-woven",
+      "title": "Non-Woven Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299114299443,
+      "chosen_product_id": 7851166793779,
+      "chosen_product_handle": "aegis-green-dwrw-360075",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21511_interior1.webp?v=1780557388",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TTN-1506_2.jpg?v=1776433816"
+    },
+    {
+      "handle": "novasuede",
+      "title": "Novasuede",
+      "kind": "smart",
+      "collection_id": 298506649651,
+      "chosen_product_id": 7821430194227,
+      "chosen_product_handle": "novasuede\u2122-fabric-wallcovering-amber",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/novasuede_-fabric-wallcovering-amber-bedroom.jpg?v=1776725695",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/novasuede-taupe_bfd34bc0-4b4d-4dfb-8429-b46d41a84278.jpg?v=1774040198"
+    },
+    {
+      "handle": "novasuede\u2122-microfiber-suede",
+      "title": "Novasuede\u2122 Microfiber Suede",
+      "kind": "smart",
+      "collection_id": 294320046131,
+      "chosen_product_id": 7821430194227,
+      "chosen_product_handle": "novasuede\u2122-fabric-wallcovering-amber",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/novasuede_-fabric-wallcovering-amber-bedroom.jpg?v=1776725695",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/novasuede-taupe.jpg?v=1774040269"
+    },
+    {
+      "handle": "novelty",
+      "title": "Novelty",
+      "kind": "smart",
+      "collection_id": 261034311731,
+      "chosen_product_id": 3951394521153,
+      "chosen_product_handle": "bella-donna-light-fantasy-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/BelladonnaLight_Wallpaper_02.jpg?v=1613077501",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Showgirls_MetallicPink_Black_0ec8a716-2739-4cc6-9799-b96ed9650576.jpg?v=1776628290"
+    },
+    {
+      "handle": "ombre",
+      "title": "Ombre",
+      "kind": "smart",
+      "collection_id": 272249684019,
+      "chosen_product_id": 7851172429875,
+      "chosen_product_handle": "ash-gradient-green-dwrw-360238",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R18753_interior1.jpg?v=1780557580",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/bc653e1ed40e64e058bb08065a5b3ff0.jpg?v=1776628022"
+    },
+    {
+      "handle": "orange-wallcovering-collection",
+      "title": "Orange Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 299059249203,
+      "chosen_product_id": 4469044903987,
+      "chosen_product_handle": "arabesque-standard",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/MTG_403047_Arabesque-WP20076.jpg?v=1607114369",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-WFLO-3027-sample.jpg?v=1776628478"
+    },
+    {
+      "handle": "paint",
+      "title": "Paint",
+      "kind": "smart",
+      "collection_id": 79890186352,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7334-02_978649b4-5198-4b30-98d2-5345547a0883.jpg?v=1776628207"
+    },
+    {
+      "handle": "pantone-color-of-the-year-2022-veri-periwinkle",
+      "title": "Pantone Color of the Year 2022 - Veri Periwinkle",
+      "kind": "smart",
+      "collection_id": 265826467891,
+      "chosen_product_id": 7283803750451,
+      "chosen_product_handle": "dwqw-56072-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DA60104-A.jpg?v=1748382287",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/9dfa17180ee563dc667e5954fe9d0f79.jpg?v=1776627789"
+    },
+    {
+      "handle": "paolo-moschino-collections",
+      "title": "Paolo Moschino Collections",
+      "kind": "smart",
+      "collection_id": 283201830963,
+      "chosen_product_id": 7421858971699,
+      "chosen_product_handle": "dwkk-135145",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-Arezzo---Bracken-Olive-Green-By-Lee-Jofa.png?v=1775090495",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2020110_304_84aa9fb4-a88e-4a49-8b88-0bc9fc29c53b.jpg?v=1776628104"
+    },
+    {
+      "handle": "paper-backed-cotton-walls",
+      "title": "Paper Backed Cotton Walls",
+      "kind": "smart",
+      "collection_id": 79864463472,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/forest_mustardfinal_9d4b658c-2d17-4cad-8b7f-0e7a80bcceea.jpg?v=1776628204"
+    },
+    {
+      "handle": "patterns",
+      "title": "Patterns",
+      "kind": "smart",
+      "collection_id": 95312117825,
+      "chosen_product_id": 7851164303411,
+      "chosen_product_handle": "3d-art-multi-dwrw-360000",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R19794_interior1.webp?v=1780557241",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_31001c54-9bc0-47ea-bc9c-6e6d22264a2f.jpg?v=1776628702"
+    },
+    {
+      "handle": "peel-stick",
+      "title": "Peel & Stick",
+      "kind": "smart",
+      "collection_id": 298894721075,
+      "chosen_product_id": 7857754112051,
+      "chosen_product_handle": "multi-warm-kiki-shapes-peel-and-stick-wallcovering-jeffrey-stevens",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/multi-warm-kiki-shapes-peel-and-stick-3.jpg?v=1781134360",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3791fff03f6a427de7ec8840965a810e.jpg?v=1774495383"
+    },
+    {
+      "handle": "performance-linen-by-phillipe-romano",
+      "title": "Performance Textile",
+      "kind": "smart",
+      "collection_id": 95012192321,
+      "chosen_product_id": 1499887173744,
+      "chosen_product_handle": "dundee-stain-repellent-real-linen-walls-xwt-53329",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/32db3e2a845ff876b3f1f3c7761c983f.jpg?v=1745457792",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/89115f2140d65bc1231c65e4bc5a59b3_c7487c94-946f-40ae-9a8d-99001bc957fd.jpg?v=1776627954"
+    },
+    {
+      "handle": "phillipe-romano",
+      "title": "Phillipe Romano Wallcoverings",
+      "kind": "smart",
+      "collection_id": 94148427841,
+      "chosen_product_id": 1496097816688,
+      "chosen_product_handle": "ala-marsala-faux-cork-vinyl-cork-830",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ala-marsala-faux-cork-vinyl-cork-830-bedroom.jpg?v=1775087341",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/e936c0fe6056aa8c2c621fb38bcfde70_d6fbe1b4-d780-421e-9505-d2b2e9265721.jpg?v=1776628417"
+    },
+    {
+      "handle": "phillipe-romano-1",
+      "title": "Phillipe Romano",
+      "kind": "smart",
+      "collection_id": 298507599923,
+      "chosen_product_id": 1496097816688,
+      "chosen_product_handle": "ala-marsala-faux-cork-vinyl-cork-830",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ala-marsala-faux-cork-vinyl-cork-830-bedroom.jpg?v=1775087341",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/SG6039_c540d6bb-7a65-4dd0-97b9-53a04f51204a.jpg?v=1776628490"
+    },
+    {
+      "handle": "phillipe-romano-acoustical",
+      "title": "Phillipe Romano Acoustical",
+      "kind": "smart",
+      "collection_id": 298470342707,
+      "chosen_product_id": 1497055723632,
+      "chosen_product_handle": "caron-tabac-wallpaper-xa6-66445",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/caron-tabac-wallpaper-xa6-66445-bedroom.jpg?v=1775121516",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7a8582dab8c5beb8e851f2dc93ec486e_2c2f1e77-5b38-47aa-a6c3-01ad18d25c9a.jpg?v=1774495609"
+    },
+    {
+      "handle": "phillipe-romano-commercial",
+      "title": "Phillipe Romano Commercial",
+      "kind": "smart",
+      "collection_id": 298470375475,
+      "chosen_product_id": 1496097816688,
+      "chosen_product_handle": "ala-marsala-faux-cork-vinyl-cork-830",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ala-marsala-faux-cork-vinyl-cork-830-bedroom.jpg?v=1775087341",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/KA-07_6e604b83-78ca-475b-9584-93057607c782.jpg?v=1776628423"
+    },
+    {
+      "handle": "phillipe-romano-european-prints",
+      "title": "Phillipe Romano European Prints",
+      "kind": "smart",
+      "collection_id": 298470408243,
+      "chosen_product_id": 1496342331504,
+      "chosen_product_handle": "pippy-s-peacock-wallpaper-silver-room-setting-pea-53619",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/pippy-s-peacock-wallpaper-silver-room-setting-pea-53619-bedroom.jpg?v=1775089012",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/efa0e0230f66a96ca814d6c88aad1cfd_2f3f0f7f-d519-49f4-abc9-49a66fec8e49.jpg?v=1774495613"
+    },
+    {
+      "handle": "phillipe-romano-faux-metals-collection",
+      "title": "Phillipe Romano Faux Metals Collection",
+      "kind": "smart",
+      "collection_id": 79913713776,
+      "chosen_product_id": 1495627104368,
+      "chosen_product_handle": "red-circles-on-silver-mylar-myl-91011",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/red-circles-on-silver-mylar-myl-91011-bedroom.jpg?v=1774201228",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ed6a61301ede800628294efb10fe78f8.jpg?v=1774495804"
+    },
+    {
+      "handle": "phillipe-romano-fine-textures",
+      "title": "Phillipe Romano Fine Textures",
+      "kind": "smart",
+      "collection_id": 79864529008,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/forest_mustardfinal_4e3354fc-f2a2-4c4a-b6a1-dd1c0c08fcb6.jpg?v=1776628201"
+    },
+    {
+      "handle": "phillipe-romano-grasses-vol-3",
+      "title": "Phillipe Romano Grasses Vol. 3",
+      "kind": "smart",
+      "collection_id": 79878324336,
+      "chosen_product_id": 1496951488624,
+      "chosen_product_handle": "atlantic-raffia-prg-71017",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/atlantic-raffia-prg-71017-bedroom.jpg?v=1775109867",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/dd2fb14d76032ad74b09ab7bd5a58bce.jpg?v=1774040405"
+    },
+    {
+      "handle": "phillipe-romano-luxe-textures",
+      "title": "Phillipe Romano Luxe Textures",
+      "kind": "smart",
+      "collection_id": 79878389872,
+      "chosen_product_id": 1496930910320,
+      "chosen_product_handle": "placido-pleated-grasscloth-dwt-54008",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/placido-pleated-grasscloth-dwt-54008-bedroom.jpg?v=1775107222",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/02234c25aefe2fb1bd313219e4f46d51.jpg?v=1774040734"
+    },
+    {
+      "handle": "phillipe-romano-metals-1",
+      "title": "Phillipe Romano Metals",
+      "kind": "smart",
+      "collection_id": 298470604851,
+      "chosen_product_id": 1495627104368,
+      "chosen_product_handle": "red-circles-on-silver-mylar-myl-91011",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/red-circles-on-silver-mylar-myl-91011-bedroom.jpg?v=1774201228",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/6a78d132a57e1ffc17eb644949e3c00a.jpg?v=1774495620"
+    },
+    {
+      "handle": "phillipe-romano-naturals",
+      "title": "Phillipe Romano Naturals",
+      "kind": "smart",
+      "collection_id": 94165401665,
+      "chosen_product_id": 1496097816688,
+      "chosen_product_handle": "ala-marsala-faux-cork-vinyl-cork-830",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ala-marsala-faux-cork-vinyl-cork-830-bedroom.jpg?v=1775087341",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/IMG_2487_2c0c1d50-8da2-4cdf-860a-a48740d37168.jpg?v=1776628396"
+    },
+    {
+      "handle": "phillipe-romano-renaissance-metal-leaf-collection",
+      "title": "Renaissance Metal Leaf by Phillipe Romano",
+      "kind": "smart",
+      "collection_id": 79913746544,
+      "chosen_product_id": 1501546119280,
+      "chosen_product_handle": "phillipe-romano-renaissance-metal-leaf-rml-33001",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Antigua_Tropicali_33000_Roomshot_Web_LR-og.jpg?v=1775759734",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/6a78d132a57e1ffc17eb644949e3c00a_4ae62187-57ce-43fc-8801-9bd9606f891f.jpg?v=1774495808"
+    },
+    {
+      "handle": "phillipe-romano-textures",
+      "title": "Phillipe Romano Textures",
+      "kind": "smart",
+      "collection_id": 79878422640,
+      "chosen_product_id": 1496770936944,
+      "chosen_product_handle": "la-arezzo-gauze-pleated-wallpaper-prt-47508",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/la-arezzo-gauze-pleated-wallpaper-prt-47508-living_room.jpg?v=1775092679",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/b2f8a001179c23cb559f8b219489b006.jpg?v=1774495783"
+    },
+    {
+      "handle": "phillipe-romano-textures-vol-5",
+      "title": "Phillipe Romano Textures Vol. 5",
+      "kind": "smart",
+      "collection_id": 79878488176,
+      "chosen_product_id": 1502321442928,
+      "chosen_product_handle": "amalina-prt-74062",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Kharga_1_Roomshot_Web_LR-og_7924b507-0e84-4639-9b98-4e21c7bf8d2a.jpg?v=1775762133",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/84969e9e52c2a7066999de5e876e1200.jpg?v=1774495791"
+    },
+    {
+      "handle": "phillipe-romano-vegan-leather",
+      "title": "Phillipe Romano Vegan Leather",
+      "kind": "smart",
+      "collection_id": 298470506547,
+      "chosen_product_id": 7796253917235,
+      "chosen_product_handle": "ambergris-pewter-dwpr-425111",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ee691103b0de680cc78fe68853e2fbd6.png?v=1773233248",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2c29572ba6f2183d66c9bde7ec4dded0.png?v=1779141392"
+    },
+    {
+      "handle": "phillipe-romano-velvet-walls",
+      "title": "Phillipe Romano Velvet Walls",
+      "kind": "smart",
+      "collection_id": 298470932531,
+      "chosen_product_id": 6555440775219,
+      "chosen_product_handle": "dwgb-700165",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/104563_2_da8668b1-a7fa-4d14-9b7c-410c38f205b8.jpg?v=1640713168",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/RM_410_45_5403a7fe-b1fd-441e-9b24-6af859871160.jpg?v=1774495636"
+    },
+    {
+      "handle": "phillipe-romano-vol-4",
+      "title": "Phillipe Romano Vol. 4",
+      "kind": "smart",
+      "collection_id": 79878553712,
+      "chosen_product_id": 1496985272432,
+      "chosen_product_handle": "bella-calabria-mica-chevron-herringbone-prn-62342",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/bella-calabria-mica-chevron-herringbone-prn-62342-bedroom.jpg?v=1775117018",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/1353161599070b48055a9e4b9ee4f8d3.jpg?v=1774495794"
+    },
+    {
+      "handle": "phyllis-morris",
+      "title": "Phyllis Morris",
+      "kind": "smart",
+      "collection_id": 299534155827,
+      "chosen_product_id": 1496883331184,
+      "chosen_product_handle": "chanteuse-big-butterflies-turquoise-blue-pmw-75910",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/Screenshot_2019-12-09_10.52.39.png?v=1653412993",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/d6c754b6d7dabb27702f044d8aec9db9_400x585_27f06d8f-8c8d-4b61-90e2-7c5f9f9a4b35.webp?v=1776433935"
+    },
+    {
+      "handle": "phyllis-morris-classic-wallcovering",
+      "title": "Phyllis Morris Classic Wallcovering",
+      "kind": "smart",
+      "collection_id": 298928898099,
+      "chosen_product_id": 1496883331184,
+      "chosen_product_handle": "chanteuse-big-butterflies-turquoise-blue-pmw-75910",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/Screenshot_2019-12-09_10.52.39.png?v=1653412993",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/d6c754b6d7dabb27702f044d8aec9db9_400x585_b565cae5-58a6-4101-b993-c8e0babc540e.webp?v=1776627447"
+    },
+    {
+      "handle": "pink-wallcovering-collection",
+      "title": "Pink Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 299059281971,
+      "chosen_product_id": 7292245213235,
+      "chosen_product_handle": "dwqw-57040-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LW50001-A_5636323e-148c-442c-bab4-cfd4362092f0.jpg?v=1748380427",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-Flock-7001-sample_1dadc30a-150d-48f1-98ad-7b948b91cbec.jpg?v=1776628517"
+    },
+    {
+      "handle": "pink-wallcoverings",
+      "title": "Pink Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299574165555,
+      "chosen_product_id": 7292245213235,
+      "chosen_product_handle": "dwqw-57040-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LW50001-A_5636323e-148c-442c-bab4-cfd4362092f0.jpg?v=1748380427",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ea2a4950d2e7442c958a3b20c677b65c_b73b08df-d923-4016-b886-c7e56d1be80a.jpg?v=1776433791"
+    },
+    {
+      "handle": "purple",
+      "title": "Purple Wallcovering and Fabric Patterns",
+      "kind": "smart",
+      "collection_id": 283307573299,
+      "chosen_product_id": 6679750901811,
+      "chosen_product_handle": "dwrw-76507",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R17163_interior2.jpg?v=1731088068",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ea2a4950d2e7442c958a3b20c677b65c_01aec2a8-6a02-41d8-ab6c-0c4608b03686.jpg?v=1776628369"
+    },
+    {
+      "handle": "purple-wallcoverings",
+      "title": "Purple Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299574427699,
+      "chosen_product_id": 6679750901811,
+      "chosen_product_handle": "dwrw-76507",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R17163_interior1.jpg?v=1731088062",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/99820eee2405de6cb535e9fe98a51554.jpg?v=1776433788"
+    },
+    {
+      "handle": "ralph-lauren-fabrics",
+      "title": "Ralph Lauren Fabrics",
+      "kind": "smart",
+      "collection_id": 260437508147,
+      "chosen_product_id": 1501714382960,
+      "chosen_product_handle": "brindley-tweed-rldf-18174",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-rldf-18174.jpg?v=1775774809",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/8ef8e07637dc3e150787c93cb90693de.jpg?v=1776627589"
+    },
+    {
+      "handle": "rebel-walls-murals",
+      "title": "Rebel Walls Wallcovering & Murals",
+      "kind": "smart",
+      "collection_id": 284788981811,
+      "chosen_product_id": 7851166793779,
+      "chosen_product_handle": "aegis-green-dwrw-360075",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21511_interior1.webp?v=1780557388",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/RS13181_image1.jpg?v=1776627824"
+    },
+    {
+      "handle": "red-wallcovering-collection",
+      "title": "Red Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 299059380275,
+      "chosen_product_id": 7851166859315,
+      "chosen_product_handle": "aegis-red-dwrw-360077",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21509_interior1.webp?v=1780557389",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/journey-to-eden_5b33d2c6-0ef5-4db6-84d2-67daeb06f363.jpg?v=1776628459"
+    },
+    {
+      "handle": "red-wallcoverings",
+      "title": "Red Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299574198323,
+      "chosen_product_id": 7851166859315,
+      "chosen_product_handle": "aegis-red-dwrw-360077",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21509_interior1.webp?v=1780557389",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c842035a205d5cfc8811e12a5649c43b.jpg?v=1776433741"
+    },
+    {
+      "handle": "red-wallpaper-collection",
+      "title": "Red Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 95277940801,
+      "chosen_product_id": 7292245213235,
+      "chosen_product_handle": "dwqw-57040-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LW50001-A_5636323e-148c-442c-bab4-cfd4362092f0.jpg?v=1748380427",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/forest_mustardfinal_d66b808c-1720-4aa7-8500-c8048eb7f388.jpg?v=1776628463"
+    },
+    {
+      "handle": "regal-trellis-and-lattice",
+      "title": "Regal Trellis and Lattice",
+      "kind": "smart",
+      "collection_id": 79908995184,
+      "chosen_product_id": 6884321919027,
+      "chosen_product_handle": "madelyns-pink-ribbon-trellis",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ribbon_room_setting.jpg?v=1773073080",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AT9677.jpg?v=1776627793"
+    },
+    {
+      "handle": "renaissance-metal-leaf",
+      "title": "Renaissance Metal Leaf",
+      "kind": "smart",
+      "collection_id": 298857594931,
+      "chosen_product_id": 7519948603443,
+      "chosen_product_handle": "aura-cork-natural-wallpaper-silver-wallpaper-sample-architectural-wallcoverings",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TAKUMI-ROOMSET_TAK-CA05-02__CORK.jpg?v=1739409243",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/IMG-1839.jpg?v=1774495338"
+    },
+    {
+      "handle": "renaissance-wallpaper",
+      "title": "Renaissance",
+      "kind": "smart",
+      "collection_id": 298513039411,
+      "chosen_product_id": 7433013821491,
+      "chosen_product_handle": "dwrw-72331",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/M2601-1_interior1_fe2c2a63-f7fd-4fd0-be46-38a3cb3baed9.jpg?v=1756311973",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5d2c327e3e71cebea9bab9c453375a2e.jpg?v=1776628414"
+    },
+    {
+      "handle": "residential",
+      "title": "Residential",
+      "kind": "smart",
+      "collection_id": 298894590003,
+      "chosen_product_id": 7292245213235,
+      "chosen_product_handle": "dwqw-57040-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LW50001-A_5636323e-148c-442c-bab4-cfd4362092f0.jpg?v=1748380427",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/BETTY-LILAC.jpg?v=1776628138"
+    },
+    {
+      "handle": "restoration-wallpaper",
+      "title": "Restoration",
+      "kind": "smart",
+      "collection_id": 264351580211,
+      "chosen_product_id": 7851180228659,
+      "chosen_product_handle": "block-by-block-dwrw-360454",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R13821_interior1.jpg?v=1780557832",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/travel-map-clay-khaki_a621db56-edf1-475d-86ba-5a289df91058.jpg?v=1776627982"
+    },
+    {
+      "handle": "retro-walls",
+      "title": "Retrowalls",
+      "kind": "smart",
+      "collection_id": 79879110768,
+      "chosen_product_id": 7855824863283,
+      "chosen_product_handle": "caroline-retro-wallcoverings-dwrw-360668",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21584_interior1.webp?v=1781029217",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/6add6f689caf0ccdbe1a6a264265f1b6_7bbb953f-85d4-4995-9252-fc554ccb277b.jpg?v=1776628082"
+    },
+    {
+      "handle": "retro-walls-1",
+      "title": "Retro Walls",
+      "kind": "smart",
+      "collection_id": 298505895987,
+      "chosen_product_id": 1495183589488,
+      "chosen_product_handle": "boudoir-ladies-antique-24-x-22-repeat-mar-500",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-boudoir-ladies-antique-24-x-22-repeat-mar-500.jpg?v=1775956098",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5c0ee32eb67d4c33cf86c28a114c2867_486ac458-e005-4acf-9218-ff68f18de3fe.jpg?v=1774495653"
+    },
+    {
+      "handle": "ron-redding-classic-walls",
+      "title": "Ron Redding Classic Walls",
+      "kind": "smart",
+      "collection_id": 79911583856,
+      "chosen_product_id": 7792979869747,
+      "chosen_product_handle": "daystone-wallpaper-beige-ronald-redding-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-za8011.jpg?v=1775775403",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AC9165ex_650x_d91dea46-ea35-4d17-98ba-a2bbe0d724b5.jpg?v=1776627667"
+    },
+    {
+      "handle": "roses-wallpaper",
+      "title": "Roses",
+      "kind": "smart",
+      "collection_id": 79888220272,
+      "chosen_product_id": 7817259483187,
+      "chosen_product_handle": "floral-impression-cream-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c620cbf9f121dc02dce407d12f80742a.jpg?v=1776041237",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-WFLO-910C-sample_4777a1fc-d540-4374-9386-b9d537b115e3.jpg?v=1776628079"
+    },
+    {
+      "handle": "rustic-charm-wallpaper-collection",
+      "title": "Rustic Charm",
+      "kind": "smart",
+      "collection_id": 95044567105,
+      "chosen_product_id": 7851166564403,
+      "chosen_product_handle": "abstract-wood-white-dwrw-360068",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20199_interior1.jpg?v=1780557379",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/e1e9b62070f773598c8e04b0ac2ad62b.jpg?v=1776628615"
+    },
+    {
+      "handle": "sage-olive-1",
+      "title": "Sage & Olive",
+      "kind": "smart",
+      "collection_id": 298885939251,
+      "chosen_product_id": 6679753621555,
+      "chosen_product_handle": "dwrw-76568",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R17542_interior1.jpg?v=1723059412",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20319258_6861b4fb-1524-4d1a-9375-7a2973fb35cf.jpg?v=1776628511"
+    },
+    {
+      "handle": "sandberg",
+      "title": "Sandberg",
+      "kind": "smart",
+      "collection_id": 298505994291,
+      "chosen_product_id": 6679765188659,
+      "chosen_product_handle": "dwss-71105",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/400-96_image2.jpg?v=1646100528",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/815-16_2.jpg?v=1776628086"
+    },
+    {
+      "handle": "schumacher-wallpaper",
+      "title": "Schumacher Wallcovering",
+      "kind": "smart",
+      "collection_id": 159910363187,
+      "chosen_product_id": 6725158830131,
+      "chosen_product_handle": "dwbt-49563-2012",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/2012-2.jpg?v=1770824613",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5003672.jpg?v=1776628162"
+    },
+    {
+      "handle": "scroll",
+      "title": "Scroll",
+      "kind": "smart",
+      "collection_id": 94340251713,
+      "chosen_product_id": 4320955662387,
+      "chosen_product_handle": "levanzo-scroll-by-versace-ver-46923",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/366923_8_c5f07185-d8fd-4ec6-af47-d625e555d969.jpg?v=1745349418",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-WOF-67016-sample.jpg?v=1776628278"
+    },
+    {
+      "handle": "shiny-mylar-3d-foils",
+      "title": "Shiny Mylar & 3d Foils",
+      "kind": "smart",
+      "collection_id": 79889203312,
+      "chosen_product_id": 7664622174259,
+      "chosen_product_handle": "dig_74757_vintage_wallpaper_designer_wallcoverings-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Dig-74757_room_setting.jpg?v=1756870908",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/4933_b02b319c-389d-4bfd-86b6-a2f06f520784.webp?v=1774494773"
+    },
+    {
+      "handle": "shiny-mylar-mirror",
+      "title": "Metallic Mylar",
+      "kind": "smart",
+      "collection_id": 95010488385,
+      "chosen_product_id": 4509279977523,
+      "chosen_product_handle": "wolfgordonwallcovering_dwwg_atp-4701-jpg",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/wg_wall_812c820f-8ee4-4542-80ed-41b0decbff81.jpg?v=1781889734",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/8a51e523d535cd06d1fd8de011248ab6.jpg?v=1776628037"
+    },
+    {
+      "handle": "sisal",
+      "title": "Sisal Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299576295475,
+      "chosen_product_id": 1496544215152,
+      "chosen_product_handle": "bel-air-damasco-sisal-bec-51538",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/bel-air-damasco-sisal-bec-51538-bedroom.jpg?v=1775092343",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/a76d66df4f27c864babeeee85522ba74.jpg?v=1776433871"
+    },
+    {
+      "handle": "solid-wallcoverings",
+      "title": "Solid Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299591073843,
+      "chosen_product_id": 7817255747635,
+      "chosen_product_handle": "50-jahre-as-light-blue-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/74e9473bba448707feb112d32a741e73.jpg?v=1776041099",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fgb-102-sample-faux-glass-bead-wallcovering.jpg?v=1776433755"
+    },
+    {
+      "handle": "specialty-wall-textures-styles-1",
+      "title": "Specialty Wall Textures & Styles",
+      "kind": "smart",
+      "collection_id": 79889989744,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7334-02_c9b86d4b-4a53-4a1b-a4b1-2ba524e7e76d.jpg?v=1776628198"
+    },
+    {
+      "handle": "steel-blue-1",
+      "title": "Steel Blue",
+      "kind": "smart",
+      "collection_id": 298886332467,
+      "chosen_product_id": 6561337868339,
+      "chosen_product_handle": "dwhh-800111-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W1011_Bali_Install_1_aac07486-1186-46b3-98f5-7d3e087b729f.jpg?v=1739997377",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/MW100-01-abaca-alabaster_02_68ba810d-3124-4f34-8c27-ed9abba3cc06.jpg?v=1776628238"
+    },
+    {
+      "handle": "stripes-geometrics",
+      "title": "Stripes & Geometrics",
+      "kind": "smart",
+      "collection_id": 298894786611,
+      "chosen_product_id": 7851166793779,
+      "chosen_product_handle": "aegis-green-dwrw-360075",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21511_interior1.webp?v=1780557388",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c842035a205d5cfc8811e12a5649c43b_eed945dd-ef8c-4c57-8338-34e5375e3b49.jpg?v=1776628700"
+    },
+    {
+      "handle": "study-library-1",
+      "title": "Study & Library",
+      "kind": "smart",
+      "collection_id": 298886365235,
+      "chosen_product_id": 7817264398387,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-white-wallcovering-[private-label]-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0c80907b3cadba1b1180c2caf7c0a89d.jpg?v=1776041470",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5015-le-embossed-disco.jpg?v=1776628392"
+    },
+    {
+      "handle": "suede",
+      "title": "Suede",
+      "kind": "smart",
+      "collection_id": 93445423169,
+      "chosen_product_id": 7297245347891,
+      "chosen_product_handle": "dwqw-58017-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60033-A.jpg?v=1748378682",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Mettalized-Plain_Det_HR_d472e3f1-031b-49f1-8ad9-2e1356ad8af0.jpg?v=1776627928"
+    },
+    {
+      "handle": "suede-faux-suede-fabric",
+      "title": "Suede + Faux Suede",
+      "kind": "smart",
+      "collection_id": 161287012403,
+      "chosen_product_id": 7292979413043,
+      "chosen_product_handle": "dwqw-57930-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/EW10900-A_bbfad2ba-8326-4eab-aae2-38d0152d56ee.jpg?v=1748378882",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/43763bb4cf43ce0c281d3113771f2ecc.jpg?v=1776627925"
+    },
+    {
+      "handle": "sustainable-eco",
+      "title": "Sustainable & Eco",
+      "kind": "smart",
+      "collection_id": 298894753843,
+      "chosen_product_id": 7775004000307,
+      "chosen_product_handle": "alexandria-classic-architectural-fabrics",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DWRW-190006-sofa-room-setting.png?v=1770916923",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Galleria_Nile_Java_be3affee-e493-4865-9eb8-14e5b309a6b0.jpg?v=1776627817"
+    },
+    {
+      "handle": "teal-wallcoverings",
+      "title": "Teal Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299574394931,
+      "chosen_product_id": 3951392817217,
+      "chosen_product_handle": "amazonia-light-jungle-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WW_AmazoniaLIGHT_01_fd573d33-1675-48da-bee3-dbb977562955.jpg?v=1613077492",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/f2b627b9fbb00026c338c4d6167818bd.jpg?v=1776433732"
+    },
+    {
+      "handle": "textured-wallcoverings",
+      "title": "Textured Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299591106611,
+      "chosen_product_id": 7851164303411,
+      "chosen_product_handle": "3d-art-multi-dwrw-360000",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R19794_interior1.webp?v=1780557241",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_88c95607-e29a-4b75-8062-c23cf40f65df.jpg?v=1776433761"
+    },
+    {
+      "handle": "textured-wallpaper",
+      "title": "Textured",
+      "kind": "smart",
+      "collection_id": 298511892531,
+      "chosen_product_id": 7851164303411,
+      "chosen_product_handle": "3d-art-multi-dwrw-360000",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R19794_interior1.webp?v=1780557241",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_9f64ebc3-d9dd-4205-9a00-1441b6f20550.jpg?v=1776628600"
+    },
+    {
+      "handle": "textures-solids",
+      "title": "Textures & Solids",
+      "kind": "smart",
+      "collection_id": 298894688307,
+      "chosen_product_id": 7851164303411,
+      "chosen_product_handle": "3d-art-multi-dwrw-360000",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R19794_interior1.webp?v=1780557241",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/30745_16_80b07fe6-a590-4e80-9bb5-10713f63468a.jpg?v=1776628691"
+    },
+    {
+      "handle": "the-graduate-collection",
+      "title": "The Graduate Collection",
+      "kind": "smart",
+      "collection_id": 260541644851,
+      "chosen_product_id": 4492411699251,
+      "chosen_product_handle": "bwluxecharcoal",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/Graduate_Collection_Leoaprd_Luxe_CHARCOAL_Roomset_1.jpg?v=1709580859",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7B624D05-4C7C-4E74-A8D6-052709A4F50E.jpg?v=1776627614"
+    },
+    {
+      "handle": "thibaut-wallcoverings",
+      "title": "Thibaut",
+      "kind": "smart",
+      "collection_id": 298270785587,
+      "chosen_product_id": 7552723681331,
+      "chosen_product_handle": "dwtt-80784-designer-wallcoverings-los-angeles",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/221018_1093_1_b7086ecf-a3b0-426a-ade0-bd2a5905ed86.jpg?v=1773244487",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Grand-Palace-KatsuraWP_FAB-cream_lavendar-LabyrinthVelvet-sage_7c02c172-d7ba-4fec-b1f0-fb3b0afcb32a.jpg?v=1776628122"
+    },
+    {
+      "handle": "thibaut-wallpaper-and-fabrics",
+      "title": "Thibaut Wallcovering and Fabrics",
+      "kind": "smart",
+      "collection_id": 272278749235,
+      "chosen_product_id": 7552723681331,
+      "chosen_product_handle": "dwtt-80784-designer-wallcoverings-los-angeles",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/221018_1093_1_b7086ecf-a3b0-426a-ade0-bd2a5905ed86.jpg?v=1773244487",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/T41136_b07264db-37b8-45fa-853c-a50f839a967b.jpg?v=1774494997"
+    },
+    {
+      "handle": "thick-natural-sisal",
+      "title": "Thick Natural Sisal",
+      "kind": "smart",
+      "collection_id": 79889367152,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7334-02_a3de3f6a-e3cb-4da7-a922-f4308c814e47.jpg?v=1776628195"
+    },
+    {
+      "handle": "toile-de-juoy-1",
+      "title": "Toile de Juoy",
+      "kind": "smart",
+      "collection_id": 79885533296,
+      "chosen_product_id": 7297263927347,
+      "chosen_product_handle": "dwqw-58245-handle",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40907-A.jpg?v=1748378376",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ATWW15169.jpg?v=1776628295"
+    },
+    {
+      "handle": "traditional",
+      "title": "Traditional",
+      "kind": "smart",
+      "collection_id": 95044862017,
+      "chosen_product_id": 7817264398387,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-white-wallcovering-[private-label]-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0c80907b3cadba1b1180c2caf7c0a89d.jpg?v=1776041470",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/98803-f687415d84ee4d67b1b90b560a6c0e48.jpg?v=1776628390"
+    },
+    {
+      "handle": "traditional-durable-vinyl",
+      "title": "Traditional Durable Vinyl",
+      "kind": "smart",
+      "collection_id": 95012028481,
+      "chosen_product_id": 1497047335024,
+      "chosen_product_handle": "jolie-madam-wallpaper-xa1-66400",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/jolie-madam-wallpaper-xa1-66400-bedroom.jpg?v=1775119667",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/63158a5ea1604cb0f45e4307973d2b9e.jpg?v=1776627720"
+    },
+    {
+      "handle": "traditional-whimsy",
+      "title": "Traditional Whimsy",
+      "kind": "smart",
+      "collection_id": 299533795379,
+      "chosen_product_id": 1497227395184,
+      "chosen_product_handle": "bunny-bonanza-ani-35602",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-setting_6607d537-ce8d-4467-801c-9f42f7977378.png?v=1775502361",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20319258_c45b6d07-d185-4449-ae80-caba20310de3.jpg?v=1776433896"
+    },
+    {
+      "handle": "traditional-whimsy-v-3",
+      "title": "Traditional Whimsy V.3",
+      "kind": "smart",
+      "collection_id": 79913812080,
+      "chosen_product_id": 1497227395184,
+      "chosen_product_handle": "bunny-bonanza-ani-35602",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-setting_6607d537-ce8d-4467-801c-9f42f7977378.png?v=1775502361",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20319258_2edc2539-b439-4ec7-942a-2c322f1dcbcd.jpg?v=1776628065"
+    },
+    {
+      "handle": "traditional-wimsy",
+      "title": "Traditional Whimsy",
+      "kind": "smart",
+      "collection_id": 94202986561,
+      "chosen_product_id": 1497227395184,
+      "chosen_product_handle": "bunny-bonanza-ani-35602",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-setting_6607d537-ce8d-4467-801c-9f42f7977378.png?v=1775502361",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WoodlandWonders-Crib.jpg?v=1776628330"
+    },
+    {
+      "handle": "trees-and-twigs-1",
+      "title": "Trees and Twigs",
+      "kind": "smart",
+      "collection_id": 79887958128,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7334-02_fcc32313-6662-469d-9131-a43b353907bd.jpg?v=1776628192"
+    },
+    {
+      "handle": "trellis",
+      "title": "Trellis",
+      "kind": "smart",
+      "collection_id": 79880487024,
+      "chosen_product_id": 7851173576755,
+      "chosen_product_handle": "babylon-sky-dusty-pink-dwrw-360272",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21027_interior1.jpg?v=1780557619",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3547fe79068d43fd86725b501b7c7f01_74880431-3a55-4181-91ac-e1d114f64ff5.jpg?v=1776628578"
+    },
+    {
+      "handle": "trellis-wallcoverings",
+      "title": "Trellis Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299591204915,
+      "chosen_product_id": 7851173576755,
+      "chosen_product_handle": "babylon-sky-dusty-pink-dwrw-360272",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21027_interior1.jpg?v=1780557619",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3547fe79068d43fd86725b501b7c7f01.jpg?v=1776433854"
+    },
+    {
+      "handle": "tropical",
+      "title": "Tropical Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299575869491,
+      "chosen_product_id": 3951392817217,
+      "chosen_product_handle": "amazonia-light-jungle-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WW_AmazoniaLIGHT_01_fd573d33-1675-48da-bee3-dbb977562955.jpg?v=1613077492",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/12912cb7eac109eca8487d735c152a76.jpg?v=1776433842"
+    },
+    {
+      "handle": "tropical-prints",
+      "title": "Tropical Wallcovering Collections",
+      "kind": "smart",
+      "collection_id": 93446176833,
+      "chosen_product_id": 3951392817217,
+      "chosen_product_handle": "amazonia-light-jungle-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WW_AmazoniaLIGHT_01_fd573d33-1675-48da-bee3-dbb977562955.jpg?v=1613077492",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5006052-1.jpg?v=1776628408"
+    },
+    {
+      "handle": "tropical-wallcoverings",
+      "title": "Tropical Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299590975539,
+      "chosen_product_id": 3951392817217,
+      "chosen_product_handle": "amazonia-light-jungle-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WW_AmazoniaLIGHT_01_fd573d33-1675-48da-bee3-dbb977562955.jpg?v=1613077492",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/12912cb7eac109eca8487d735c152a76_b337eed2-8c5f-4741-bd3f-cf347155aea0.jpg?v=1776433845"
+    },
+    {
+      "handle": "upholstery-vinyl",
+      "title": "Faux Leather - Vegan Upholstery Vinyl",
+      "kind": "smart",
+      "collection_id": 161287143475,
+      "chosen_product_id": 7427675029555,
+      "chosen_product_handle": "dwkk-g264da455",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-abilene-21-0.jpg?v=1775105897",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ALADAR_8_2be88fda-b673-4f15-be77-a0768be14967.jpg?v=1774040114"
+    },
+    {
+      "handle": "vegan-leathers",
+      "title": "Vegan Leathers",
+      "kind": "smart",
+      "collection_id": 298857693235,
+      "chosen_product_id": 7427675029555,
+      "chosen_product_handle": "dwkk-g264da455",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-hotel_lobby-abilene-21-0.jpg?v=1775105897",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2023-08-08at7.21.50AM.png?v=1776628318"
+    },
+    {
+      "handle": "velvet-upholstery",
+      "title": "Velvet Upholstery",
+      "kind": "smart",
+      "collection_id": 283366654003,
+      "chosen_product_id": 6785295286323,
+      "chosen_product_handle": "alexias-art-deco-fans-flocked-velvet-wallpaper",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/alexia-art-deco-hotel_room.png?v=1773242470",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/36096_19_7abf5f26-8d17-4b79-bca4-e72ccac5f388.jpg?v=1776628456"
+    },
+    {
+      "handle": "victorian-wallpaper",
+      "title": "Victorian",
+      "kind": "smart",
+      "collection_id": 298512220211,
+      "chosen_product_id": 7792974331955,
+      "chosen_product_handle": "abbey-amp-x27-s-garland-wallpaper-black-amp-amp-white-ronald-redding-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-mx9691.jpg?v=1775774612",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PR10002-A.jpg?v=1776627808"
+    },
+    {
+      "handle": "vine-pattern-wallpaper",
+      "title": "Vine",
+      "kind": "smart",
+      "collection_id": 298512384051,
+      "chosen_product_id": 7817262399539,
+      "chosen_product_handle": "attractive-2-ivory-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/7cf22a2d36882db7f6262f05280f884b.jpg?v=1776041375",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-WOF-67007-sample_fe33d67e-614d-449f-a887-80dc5a498716.jpg?v=1776627766"
+    },
+    {
+      "handle": "vintage-patterns-on-demand",
+      "title": "Original Vintage Wallcoverings",
+      "kind": "smart",
+      "collection_id": 79906930800,
+      "chosen_product_id": 7851170398259,
+      "chosen_product_handle": "architect-vintage-dwrw-360178",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R12731_interior3.jpg?v=1780557507",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/travel-map-clay-khaki.jpg?v=1776627985"
+    },
+    {
+      "handle": "wall-murals-for-kids",
+      "title": "Wall Murals for Kids",
+      "kind": "smart",
+      "collection_id": 79888580720,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7334-02_2406d666-885a-43de-b712-dc8f94b6372b.jpg?v=1776628189"
+    },
+    {
+      "handle": "wall-murals-on-demand",
+      "title": "Wall Murals on Demand",
+      "kind": "smart",
+      "collection_id": 79890481264,
+      "chosen_product_id": 6562244460595,
+      "chosen_product_handle": "dwhh-800576-holly_hunt",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W6011_Aria_Install_0_03361fc6-c372-4881-a5b6-b150c742d830.jpg?v=1739996215",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7334-02_bd237243-f137-4ac4-b55e-3fdea307c2fc.jpg?v=1776628186"
+    },
+    {
+      "handle": "warm-whites-ivory-1",
+      "title": "Warm Whites & Ivory",
+      "kind": "smart",
+      "collection_id": 298885873715,
+      "chosen_product_id": 7817264398387,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-white-wallcovering-[private-label]-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0c80907b3cadba1b1180c2caf7c0a89d.jpg?v=1776041470",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5006-sample-le-embossed-disco.jpg?v=1776628694"
+    },
+    {
+      "handle": "whimsical-traditional",
+      "title": "Whimsical Traditional",
+      "kind": "smart",
+      "collection_id": 79908208752,
+      "chosen_product_id": 1497227395184,
+      "chosen_product_handle": "bunny-bonanza-ani-35602",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-setting_6607d537-ce8d-4467-801c-9f42f7977378.png?v=1775502361",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20319258_6b864d83-9981-484b-9758-dae376e2b787.jpg?v=1776628324"
+    },
+    {
+      "handle": "white-wallcovering-collection",
+      "title": "White Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 299059347507,
+      "chosen_product_id": 7817259614259,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-lightblue-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c03ed25bd30fec0d8967368b396a7c08.jpg?v=1776041242",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/33295_15_47ba3b99-2f62-44ad-bb07-0a1bea4dfdfd.jpg?v=1776628685"
+    },
+    {
+      "handle": "white-wallcoverings",
+      "title": "White Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299574296627,
+      "chosen_product_id": 7817259614259,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-lightblue-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c03ed25bd30fec0d8967368b396a7c08.jpg?v=1776041242",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/102be748f7232c885b078fc883e73d17_ac8542bf-a2b8-4c2f-bf01-9562f874556e.jpg?v=1776433773"
+    },
+    {
+      "handle": "white-wallpaper-collection",
+      "title": "White Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 283337850931,
+      "chosen_product_id": 7817264398387,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-white-wallcovering-[private-label]-1",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0c80907b3cadba1b1180c2caf7c0a89d.jpg?v=1776041470",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/33295_15_52b6fae7-5657-4782-a404-0e9e44964115.jpg?v=1776628688"
+    },
+    {
+      "handle": "william-morris-1",
+      "title": "William Morris",
+      "kind": "smart",
+      "collection_id": 298507698227,
+      "chosen_product_id": 7534233616435,
+      "chosen_product_handle": "dwwm-14011-william-morris-designer-wallcoverings-los-angeles",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DWWM-14011-living_room-8ft.png?v=1773788303",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES -",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/F1681_02_CAC_5569357d-2c39-439c-8f97-5d6926ec1607.jpg?v=1776628075"
+    },
+    {
+      "handle": "wolf-gordon",
+      "title": "Wolf Gordon",
+      "kind": "smart",
+      "collection_id": 298505928755,
+      "chosen_product_id": 4509287678003,
+      "chosen_product_handle": "wolfgordonwallcovering_dwwg_ech-8-3581_8-jpg",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/wg_wall_ffa485a1-4fd2-4586-ac92-23968e68317a.jpg?v=1781889743",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/abs-5657_48360b5a-0754-4f60-9c1d-72842193f1c6.jpg?v=1776628107"
+    },
+    {
+      "handle": "yellow-wallcovering-collection",
+      "title": "Yellow Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 299059216435,
+      "chosen_product_id": 7817264267315,
+      "chosen_product_handle": "[private-label]-design-panel-wallpanel-white-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/69a0383a409ac04d556562f455cc5e2b.jpg?v=1776041463",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/journey-to-eden_8c1a3880-a926-435b-8950-a5dc4fc2f2d0.jpg?v=1776628505"
+    },
+    {
+      "handle": "yellow-wallcoverings",
+      "title": "Yellow Wallcoverings",
+      "kind": "smart",
+      "collection_id": 299574526003,
+      "chosen_product_id": 7817258500147,
+      "chosen_product_handle": "50-jahre-as-beige-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/6f1e60372529a3985ca5d7664e91f08b.jpg?v=1776041190",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/102be748f7232c885b078fc883e73d17_aec205ca-4296-44fc-9f86-5ed439b0b1e9.jpg?v=1776433751"
+    },
+    {
+      "handle": "yellow-wallpaper-collection",
+      "title": "Yellow Wallcovering Collection",
+      "kind": "smart",
+      "collection_id": 283180367923,
+      "chosen_product_id": 7817258500147,
+      "chosen_product_handle": "50-jahre-as-beige-wallcovering-[private-label]",
+      "chosen_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/6f1e60372529a3985ca5d7664e91f08b.jpg?v=1776041190",
+      "source": "shopify_admin_product_image",
+      "vision_verdict": "YES",
+      "confidence": "vision",
+      "reason": "re-pick: existing image scored as swatch",
+      "replacing_existing": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/98803-b3b85eb8f9454a6eb79ac8d6535c9ef5_b6473247-b559-4a7b-873e-436759d1fb5a.jpg?v=1776628508"
+    }
+  ],
+  "flagged": [
+    {
+      "handle": "1838",
+      "title": "1838",
+      "kind": "custom",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "hollywood-vinyls-vol-1",
+      "title": "Hollywood Vinyls Vol. 1",
+      "kind": "custom",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "wallpapersback",
+      "title": "WALLPAPERSBACK",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/72557d6dff8a63490b98b227c3ec6154.jpg?v=1572309028",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/99ac4244b7bf9ddeb344e7a0a73ac5f4.jpg?v=1572309760",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/f57b00a296b7ef5901eb86a1471f9123.jpg?v=1572309760",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "3d-decibel",
+      "title": "3d Decibel",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "anima",
+      "title": "Anima",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "anthology-wallcoverings",
+      "title": "Anthology Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "aracne",
+      "title": "Aracne",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "artisan-by-bodo-sperlein",
+      "title": "Artisan By Bodo Sperlein",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "bn-studio-collection",
+      "title": "Bn Studio Collection",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "bn-walls",
+      "title": "BN Walls",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "botanika",
+      "title": "Botanika",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "carnegie-wallcoverings",
+      "title": "Carnegie Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "central-saint-martins-rest-time",
+      "title": "Central Saint Martins Rest Time",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "christian-fischbacher",
+      "title": "Christian Fischbacher",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "coco-d-vez-colortherapills",
+      "title": "Coco D Vez Colortherapills",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "color-stories-new",
+      "title": "Color Stories New",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "cotswolds-ybarra-amp-serret-for-coordonn",
+      "title": "Cotswolds Ybarra Amp Serret For Coordonn",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "cowtan-tout-wallpaper-collection",
+      "title": "Cowtan & Tout Wallcovering Collection",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "creative-lab",
+      "title": "Creative Lab",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "cubiq",
+      "title": "Cubiq",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "damaskus",
+      "title": "Damaskus",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "de-gournay-wallcoverings",
+      "title": "De Gournay",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "debn-studio-collection",
+      "title": "Debn Studio Collection",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "dedoodleedo",
+      "title": "Dedoodleedo",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "defiore",
+      "title": "Defiore",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "degrand-safari",
+      "title": "Degrand Safari",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "degrounded",
+      "title": "Degrounded",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "delinen-stories",
+      "title": "Delinen Stories",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "fabric-backed",
+      "title": "Fabric Backed Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "fromental-wallcoverings",
+      "title": "Fromental Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "groundworks-wallcoverings",
+      "title": "Groundworks Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "knoll-textiles",
+      "title": "Knoll Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "la-walls",
+      "title": "LA Walls",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/c47fa5829c3b343f7b56c3e4556343d2.jpg?v=1572309966",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/cc1e93e1183d1948d8afc1c6a3fcc7ed.jpg?v=1572309963",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7cc3598c0a8e1f200fc9693ca89cc9e7.jpg?v=1572309962",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "maharam-wallcoverings",
+      "title": "Maharam Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "malibu-walls",
+      "title": "Malibu Walls",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO -",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "malibu-walls-coastal",
+      "title": "Malibu Walls \u2014 Coastal",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40804_bedb8d39-ce6d-4fdd-a1a1-90feb558ccb8.jpg?v=1748380484",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40809_4faa5867-38ee-4064-8098-550a96adf3c2.jpg?v=1748380481",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "malibu-walls-contemporary",
+      "title": "Malibu Walls \u2014 Contemporary",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO -",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "malibu-walls-geometric",
+      "title": "Malibu Walls \u2014 Geometric",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LW51902F-A_88342a1e-58a2-433e-bf7e-7a8ab646a488.jpg?v=1748380216",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO -",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "malibu-walls-minimalist",
+      "title": "Malibu Walls \u2014 Minimalist",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40809_4faa5867-38ee-4064-8098-550a96adf3c2.jpg?v=1748380481",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "malibu-walls-scandinavian",
+      "title": "Malibu Walls \u2014 Scandinavian",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40808_b6e799e3-9239-477b-a346-bbc4ac334349.jpg?v=1748380482",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40804_bedb8d39-ce6d-4fdd-a1a1-90feb558ccb8.jpg?v=1748380484",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "malibu-walls-traditional",
+      "title": "Malibu Walls \u2014 Traditional",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60429_b53665f2-c492-4e84-8729-76c8b8ac6f58.jpg?v=1748378549",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/FC61801.jpg?v=1748375681",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/FC61802.jpg?v=1748375679",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "malibu-walls-transitional",
+      "title": "Malibu Walls \u2014 Transitional",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LW51902F-A_88342a1e-58a2-433e-bf7e-7a8ab646a488.jpg?v=1748380216",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH40804_bedb8d39-ce6d-4fdd-a1a1-90feb558ccb8.jpg?v=1748380484",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41400_00086728-1029-44f7-8181-0bd9b29eaac3.jpg?v=1748380454",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "matthew-williamson-wallcoverings",
+      "title": "Matthew Williamson Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "mc-escher",
+      "title": "MC Escher",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "mdc-wallcoverings",
+      "title": "MDC Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "mr-perswall-wallcoverings",
+      "title": "Mr Perswall Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "mural-source",
+      "title": "Mural Source",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "sanderson",
+      "title": "Sanderson Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "sanderson-wallcoverings",
+      "title": "Sanderson Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "spoonflower",
+      "title": "Spoonflower Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "stout-wallcoverings",
+      "title": "Stout Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "stout-wallpaper",
+      "title": "Stout Textiles Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "stroheim-wallcoverings",
+      "title": "Stroheim Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "zuber-wallcoverings",
+      "title": "Zuber Wallcoverings",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": false,
+      "existing_image_src": null
+    },
+    {
+      "handle": "bella-italiano",
+      "title": "Bella Italiano",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2023-01-13at9.38.42AM.png?v=1745455603",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2023-01-13at10.12.19AM.png?v=1745455557",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2023-01-13at1.00.13PM.png?v=1745455417",
+          "score": 2
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/0289F08B-8DD9-4039-BE61-7D64C0DF99D5.jpg?v=1776627880"
+    },
+    {
+      "handle": "candice-olson-collection",
+      "title": "Candice Olson Collection",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3355_16_796aa320-a101-44b9-ac4f-db4292d67724.jpg?v=1753122624",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3355_1611_51ca8841-a14a-4f0a-b300-79ba6bfc7668.jpg?v=1753122622",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3494_16_09a6d446-a133-41ef-b3d1-db86aa082015.jpg?v=1753122274",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W3353_15_a038dda4-02a8-4616-bdde-fde4f596248f.jpg?v=1776627938"
+    },
+    {
+      "handle": "designer-pulse-2026-03-07",
+      "title": "Designer Pulse: 2026-03-07",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/tg60432_c8644533-bf9b-44f3-85b3-0fbaaea0d2e1.jpg?v=1748378545",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN41305_328833da-365a-4266-8fdd-18fa5db6ccae.jpg?v=1748378289",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN41307_df8ccb73-8c00-47a9-9a90-5f090f958c62.jpg?v=1748378287",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2e96a9017ae5423aac06355db0831666.jpg?v=1776627922"
+    },
+    {
+      "handle": "elements-ii-naturals",
+      "title": "ELEMENTS II NATURALS",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W4065_111_862bbd60-3168-4273-8844-f4903bfc81d1.jpg?v=1753321418",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W4013_86_1e712722-15d2-440b-9f64-84411f60fa51.jpg?v=1753321469",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3978_101_08949f84-2e15-4820-8527-77d95bff22d4.jpg?v=1753321883",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W4030_1_6f34e8fa-d309-4354-8817-85a31f7b782c.jpg?v=1774040344"
+    },
+    {
+      "handle": "gaston-nuevo-mundo",
+      "title": "GASTON NUEVO MUNDO",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_f016c9e8-74c4-4f71-b474-c3d3245f08a7.jpg?v=1781987867",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CoreyDamenJenkins-MM-March2026_19b90fd3-ebf9-4bd2-8403-4bb51e08baac.jpg?v=1781987867",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Digital-Library-MM-March2026_1_c758e708-cc55-4d2b-8d09-b65b256b6556.jpg?v=1781987866",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO -",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GDT5566_002_d3fb549f-4240-40f0-bfcb-f0fa9c112fc1.jpg?v=1774040256"
+    },
+    {
+      "handle": "grasscloth-6",
+      "title": "Grasscloth 6",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T19600_05a5d79e-6d87-4a85-b5d1-e4d949c35a51.jpg?v=1781202600",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T19602_05477fe1-50d1-4fa8-b5ec-f23c50e31727.jpg?v=1781202597",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T19601_302c6c24-4736-49ae-a814-649ae664e1b2.jpg?v=1781202598",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GrassclothResource6-ClarksonWeave-slate_1187464d-ad5e-4deb-b562-acf8f70dbca5.jpg?v=1776627523"
+    },
+    {
+      "handle": "hollywood-sunset-collection",
+      "title": "Hollywood Sunset Vinyl Collection",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/hwc-61065-sample-ala-gonza-vinyl-hollywood-wallcoverings.jpg?v=1775697366",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/hwc-61067-sample-ala-gonza-vinyl-hollywood-wallcoverings.jpg?v=1775697382",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/hwc-61068-sample-ala-gonza-vinyl-hollywood-wallcoverings.jpg?v=1775697390",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO -",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/cassina-swatch-CAS124-700x685_f59ef1cc-cd3c-41b3-8c0e-7e4668a7ec3a.jpg?v=1776627452"
+    },
+    {
+      "handle": "hollywood-vinyls-vol-2",
+      "title": "Hollywood Vinyls Vol. 1",
+      "kind": "custom",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/y23ngTCCBREaaVc1jNMJxO7StaEZ3hJSBqaGEqsg_4252d34c-9c84-4e6c-858b-56b0e3375454.jpg?v=1774493720"
+    },
+    {
+      "handle": "kismet",
+      "title": "Kismet",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T16232_3b0ac8eb-1936-4af8-84ab-2680201ce172.jpg?v=1781203434",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T16229_3c309572-621c-41d9-8610-1ccaf9586bdd.jpg?v=1781203437",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T16231_b5cf6338-9d10-4ba5-9b63-1e7b1ded6066.jpg?v=1781203435",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/T16241_349d16aa-dd04-4629-bbad-c72194379240.jpg?v=1776627648"
+    },
+    {
+      "handle": "lillian-august-grasscloth-binder",
+      "title": "Lillian August Grasscloth Binder",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN11852_758533d3-c4a4-4be1-a4f6-c5f178ce8f9a.jpg?v=1748379591",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN11840_c747b3f7-461d-4acc-8d64-4ea0765e1a2f.jpg?v=1748379609",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN11812_0557adeb-2f54-4089-a255-1c7af7636800.jpg?v=1748379668",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LN11891_a544837f-9aad-4628-b0c8-48ec762172f7.jpg?v=1774040389"
+    },
+    {
+      "handle": "lizzo-1",
+      "title": "LIZZO",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LZW-30193_01_dfd01334-8638-48cc-a177-390b80811fe7.jpg?v=1753290967",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LZW-30193_03_8d31dc30-e654-4431-95a5-2184731aba8d.jpg?v=1753290966",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LZW-30193_06_7153e136-13b8-43b9-a464-d5ecb70ab91b.jpg?v=1753290964",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LZW-30181_06_9a70d189-80a1-4a95-b8e4-e8ef2106d224.jpg?v=1774040347"
+    },
+    {
+      "handle": "lorenzo-castillo-iv",
+      "title": "LORENZO CASTILLO IV",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/tela_adelaida_gastonydaniela_flores_lorenzocastillo_tapiceria_salon.jpg?v=1738181239",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT5486_001_7a3ce0b0-3f9c-428d-a8da-ec7a60ac2a12.jpg?v=1738181240",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT5462_001_a2610f5f-f612-4049-9922-2158cf042a97.jpg?v=1738181301",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LCW5469_009_4d983f59-580f-4e95-8023-5967cec36540.jpg?v=1774040402"
+    },
+    {
+      "handle": "lorenzo-castillo-v",
+      "title": "LORENZO CASTILLO V",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT1031_001_b2ff8bb0-e347-44f4-b3f5-0c30db2193f3.jpg?v=1726202180",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT1028_004_65843284-527c-4141-b9dc-af64b6840b6d.jpg?v=1726202138",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT1028_002_e6d8b464-c988-4ae9-a79a-15e338e9b573.jpg?v=1726202131",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LCW1018_002_cee0c2d1-8ef9-41ae-88af-925751a16f6c.jpg?v=1774040212"
+    },
+    {
+      "handle": "phillipe-romano-barclay-butera-plains",
+      "title": "Phillipe Romano BARCLAY BUTERA PLAINS",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBB5007P_WT_dc11dff7-d931-4c39-a74a-622a3bffbc19.jpg?v=1753320576",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBG5120_WT_1f35cf6c-4cd4-410e-a53c-29df631c0e55.jpg?v=1753320459",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBG5122_WT_644809b1-f6fe-473d-b75e-b690304688a1.jpg?v=1753320454",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WBG5141_WT_706de702-670a-49a7-9f1e-8eb6cd151546.jpg?v=1774040909"
+    },
+    {
+      "handle": "phillipe-romano-barclay-living-in-style",
+      "title": "Phillipe Romano BARCLAY LIVING IN STYLE",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBP10310_WT_9b421d96-f1f9-42ec-a6f5-022cbba9d625.jpg?v=1753320370",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBP10302_WT_f7b5b347-ac75-4b19-8fdf-0c3fba8a8cff.jpg?v=1753320375",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBP10305_WT_e05f8cc6-058e-460e-ab99-5c31080316dd.jpg?v=1753320373",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WBP11008_WT_d72655c1-176d-4442-9c9c-33b64fad8108.jpg?v=1774040588"
+    },
+    {
+      "handle": "phillipe-romano-classic-elegance",
+      "title": "Phillipe Romano CLASSIC ELEGANCE",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WNS5584_WT_421e47f0-f5c9-4360-9d4a-ff439d0d908c.jpg?v=1753317903",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WNS5586_WT_d992d9f0-b0b7-4d26-b674-3899c87182a7.jpg?v=1753317898",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WNS5571_WT_e5717102-14f0-4979-947b-79c47e352fce.jpg?v=1753317934",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WNS5594_WT_a830c30d-c4e8-40ed-ae3f-8db0e2246868.jpg?v=1774040368"
+    },
+    {
+      "handle": "phillipe-romano-faux-leather",
+      "title": "Phillipe Romano - Faux Leather",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TWI-001_ee10e753-3fa5-4e2f-bf1c-de6b1e0bba98.jpg?v=1740076875",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/TR-VT-01_0f374878-69d0-4656-9fc2-ba0b4e44bca4.jpg?v=1733889811",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/TR-VT-13_53a1191c-2e3d-4fd6-8749-41d53ef7a6b1.jpg?v=1733889808",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TR-VT-01_0f374878-69d0-4656-9fc2-ba0b4e44bca4.jpg?v=1774493814"
+    },
+    {
+      "handle": "phillipe-romano-island-weaves",
+      "title": "Phillipe Romano ISLAND WEAVES",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WIW2516_WT_7b042be8-8a38-4a4d-9804-cebe9a9b74ab.jpg?v=1753318606",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WIW2531_WT_3b764bbf-9695-4ca1-b731-4faff861fc68.jpg?v=1753318570",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WIW2530_WT_e2643b9a-b557-43d0-baaa-3b8fedef7c05.jpg?v=1753318573",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WIW2530_WT_4b675399-d9b4-4a0a-b8ae-76d849de291e.jpg?v=1774040486"
+    },
+    {
+      "handle": "phillipe-romano-metallic-textures",
+      "title": "Phillipe Romano METALLIC TEXTURES",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WMT5019_WT_66bc186a-6931-4277-9d2d-890566e4d613.jpg?v=1753318428",
+          "score": -1
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WMT5006_WT_b56c9997-b8e7-4dfb-9c07-a68e4274da93.jpg?v=1753318453",
+          "score": -1
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WMT5016_WT_13b7d0c2-a31b-4391-b110-b3bc78b68d7a.jpg?v=1753318434",
+          "score": -1
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WMT5019_WT_66bc186a-6931-4277-9d2d-890566e4d613.jpg?v=1774493807"
+    },
+    {
+      "handle": "phillipe-romano-metro-collection",
+      "title": "Phillipe Romano - Metro Collection",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AVR-003_b9fefce4-5cc9-41ee-bde3-a433cc12f9f8.jpg?v=1740077190",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/prw-920287-fac-01-1.jpg?v=1781717099",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/prw-920288-fac-01.jpg?v=1781717103",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WBB5026_WT_b972c93b-9767-45d2-a804-84aa0f1f0c81.jpg?v=1774040384"
+    },
+    {
+      "handle": "phillipe-romano-monument-collection",
+      "title": "Phillipe Romano - Monument Collection",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/36cfc6cbe5b392b69cb16c2ce79fd3a7.jpg?v=1572309827",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/c7f392c6d555cd95f631dc28884f382b.jpg?v=1572309827",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/1480c211999e744b69e16a3b2e68b859.jpg?v=1572309827",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/0aa27704811998ea44f5411dbaae7d76_566f6b7e-86b0-4874-b45c-ab7fb258e8f0.jpg?v=1774041172"
+    },
+    {
+      "handle": "phillipe-romano-multi-use-fabrics",
+      "title": "Phillipe Romano - Multi-Use",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/d6c85bf2fa4ecf4f0fcad698a6989de0.png?v=1734415083",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/8d77568ecdf8a41809bf4203e334c1ca.jpg?v=1572309883",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/a0f2f0191f3493ff3ffb470bc6791d53.jpg?v=1572309883",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CM112-2298.jpg?v=1774040399"
+    },
+    {
+      "handle": "phillipe-romano-natural-textiles",
+      "title": "Phillipe Romano NATURAL TEXTILES",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WFT1675_WT_9ceebc15-875a-468e-b142-3fa7a747da8f.jpg?v=1753319893",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WFT1674_WT_a1eefdeb-7810-482d-8f3a-5763bf449d2f.jpg?v=1753319896",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WFT1671_WT_398ebba0-6aeb-4bb5-a918-c63fad2fb109.jpg?v=1753319906",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WFT1616_WT_6d9c0448-f53c-447f-8275-fe5c591e7b45.jpg?v=1774040261"
+    },
+    {
+      "handle": "phillipe-romano-oriental-classics",
+      "title": "Phillipe Romano ORIENTAL CLASSICS",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WOC2408_WT_8311b69d-ff23-483c-adc7-f24a2e7b04ed.jpg?v=1753317835",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WOC2418_WT_abd0cda9-2f10-4fae-9a42-1ba6161cfde7.jpg?v=1753317833",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WOC2419_WT_c7b9f2ea-e2b0-4866-9b90-c8d9cecf37de.jpg?v=1753317830",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WOC2460_WT_cdfbd300-0604-4330-a6c8-8595f1ccb58d.jpg?v=1774041288"
+    },
+    {
+      "handle": "phillipe-romano-print-basecloths",
+      "title": "Phillipe Romano - Print Basecloths",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HLD-04_e12bf5ef-3ace-4d9d-8243-8f630e355583.jpg?v=1736207524",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HLD-05_0297ce39-8d1d-4f16-bb4f-1ad8bedf7f7f.jpg?v=1736207528",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HLD-03.jpg?v=1736207520",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/T2-BL-11_a321a15d-f92e-4833-81e7-1559488db75c.jpg?v=1774041641"
+    },
+    {
+      "handle": "phillipe-romano-screen-printed-wallpaper",
+      "title": "Phillipe Romano Screen Printed",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TreeofLifeyellow_a2b0239d-d148-4397-9810-c85fc31987c7.png?v=1732588341",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/PF-02_70572c54-6c78-4dd1-a6bd-9aee4fc94458.png?v=1732590585",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AN-18_f8d5bdf7-aad1-4178-b4e8-2973f9e76862.png?v=1732590450",
+          "score": 2
+        }
+      ],
+      "last_vision": "gemini-http-400",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Bahar-Sand-for-website_f68ab69e-ab2d-4072-b3bd-46e1cd5f881f.jpg?v=1774040339"
+    },
+    {
+      "handle": "phillipe-romano-showhouse",
+      "title": "Phillipe Romano SHOWHOUSE",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WSH1001_WT_c20fd916-b13b-4fbb-a395-6715e6c3baa0.jpg?v=1753308710",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WSH1004_WT_8fc9103a-93ca-4ef4-a244-06c9cddf6804.jpg?v=1753308704",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WSH1005_WT_0a4e90c1-8dad-435e-9492-d1e8f43416d4.jpg?v=1753308703",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WSH1054_WT_7c1f05df-a002-4266-980c-77300434c95a.jpg?v=1774040581"
+    },
+    {
+      "handle": "phillipe-romano-specialty-effects",
+      "title": "Phillipe Romano SPECIALTY EFFECTS",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WUE2004_WT_16c86136-5bb1-49b4-8be1-e058bb3237a7.jpg?v=1753307015",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WUE2001_WT_1443efc6-87de-4fbe-8e30-75f1f4b6a8b8.jpg?v=1753307024",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WUE2002_WT_c09428b7-e673-43c0-9e20-90fc8c12feaf.jpg?v=1753307021",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WUE2061_WT_a66fe4c3-1066-4c47-8f69-703ab8d0587c.jpg?v=1774040489"
+    },
+    {
+      "handle": "phillipe-romano-taniya-nayak",
+      "title": "Phillipe Romano TANIYA NAYAK",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTN1028_WT_b02f9d2c-e81a-4781-a066-41a2f2c03066.jpg?v=1753307257",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTN1034_WT_272319fb-5c6c-4a5c-92c8-25b598ece069.jpg?v=1753307233",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTN1033_WT_3c5782ab-7ad2-4d10-aab6-dcc4fb642ff7.jpg?v=1753307236",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WTN1063_WT_0933dfef-fa2f-4acf-a58a-7cf4bef3c474.jpg?v=1774040296"
+    },
+    {
+      "handle": "phillipe-romano-texture-upholstery",
+      "title": "Phillipe Romano - Texture Upholstery",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/4e6a7ec15bd16d6f250516c3ee280013.jpg?v=1572309798",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/a0980f67bdfebaf4851243d0b63a9f3a.jpg?v=1572309798",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/6f8e531cfb5d64a7b455ab82ebe6022d.jpg?v=1572309798",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/8b12793f47ef6173433fbae863be0486_fe34396a-6dd9-48b2-86cd-9d8f1f3c68dc.jpg?v=1774040387"
+    },
+    {
+      "handle": "phillipe-romano-the-keys",
+      "title": "Phillipe Romano THE KEYS",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTK22000_WT_1acb1df9-be4c-4a5f-8282-7f04deaceba1.jpg?v=1753307491",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTK22000P_WT_d95924e7-e428-4c22-a641-8551f447f65c.jpg?v=1753307488",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTK20002_WT_6b4bc561-54b8-482b-a912-13501cba1f42.jpg?v=1753307682",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WTK22000P_WT_11f067e1-e50d-487a-9d5b-3df1e80da63f.jpg?v=1774040474"
+    },
+    {
+      "handle": "phillipe-romano-thom-filicia-vinyls",
+      "title": "Phillipe Romano THOM FILICIA VINYLS",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WHF3259_WT_8660a19b-5ada-43d7-98ba-60c1227e1211.jpg?v=1753318716",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WHF3247_WT_8f2448e7-8c6d-4b4b-a0e2-d14fd901105d.jpg?v=1753318744",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WHF3258_WT_7874ccbc-7d1c-461a-9e4a-e6e803c10221.jpg?v=1753318720",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WHF3166_WT_fd9b168e-ea03-40ec-8c2e-64fbef956745.jpg?v=1774040101"
+    },
+    {
+      "handle": "ronald-redding",
+      "title": "RONALD REDDING",
+      "kind": "custom",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3819_1611_14b6da48-d3fc-4da0-b686-fa2b13b7b116.jpg?v=1753121295",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3819_11_8431393c-8bf3-436b-a70a-b0c226a6a5ee.jpg?v=1753121298",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3715_40_ea36419d-c4ae-4152-b127-1908f853f2c5.jpg?v=1753121685",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W3744_5_5b39a56c-7391-4d7c-b421-2c7ac397d32b.jpg?v=1774040251"
+    },
+    {
+      "handle": "abstract",
+      "title": "Abstract Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20313_interior1.webp?v=1780557333",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/e936c0fe6056aa8c2c621fb38bcfde70.jpg?v=1776433720"
+    },
+    {
+      "handle": "abstract-durable-vinyl",
+      "title": "Abstract Vinyl",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/bb59071a9cc7dc1a6f4ff30837965537.jpg?v=1773217140",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/69f2ed5e4f2f81f3c9a6a071097a1d10.jpg?v=1773217118",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/2f2a912fee3124e8831c57ac8cb198a2.jpg?v=1773217145",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Bellevue_A211-941-Upstream.jpg?v=1774494866"
+    },
+    {
+      "handle": "abstract-vinyl-wallcoverings-copy",
+      "title": "Abstract Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20313_interior1.webp?v=1780557333",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c43ee6b1165563cf3de8bd7dc11c1ded.jpg?v=1776628575"
+    },
+    {
+      "handle": "acoustical",
+      "title": "Acoustical",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R19852_interior1.webp?v=1780557382",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R19853_interior1.webp?v=1780557384",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/lng1-13_40ac9af9-3539-4ea1-a71a-0810318f41da.jpg?v=1751951146",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2bd76bfac054ded030ad269641d7c683_c6c84801-f52f-42e0-aebd-9425e8c26d1a.jpg?v=1776628732"
+    },
+    {
+      "handle": "animals-and-insects",
+      "title": "Animal Wallcovering Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160555_alba-evergreen-open-weave-wallpaper.jpg?v=1775164618",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160549_alba-turquoise-open-weave-wallpaper.jpg?v=1775164621",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN41002_eb9b4aa0-719f-4e8d-a65f-bb59aa75dbc4.jpg?v=1748378373",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/98803-1250a5b948db419c9d9be35796e91929.jpg?v=1776628569"
+    },
+    {
+      "handle": "anna-french-1",
+      "title": "Anna French",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AT23112_6fc441fc-243d-437c-90a0-df674b9ecda8.jpg?v=1774039353",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AT23120_6382dbc7-44c6-4fb2-a1b3-fe9fb5d91f46.jpg?v=1774046017",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AT23117_e3769411-563b-4ee4-b607-dbb86a03fb8c.jpg?v=1774046438",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AT15140.jpg?v=1776628142"
+    },
+    {
+      "handle": "apartment-wallpaper",
+      "title": "Apartment Wallcovering",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/PSW1204RL.jpg?v=1740775113",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/PSW1208RL.jpg?v=1740775125",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/PSW1172RL.jpg?v=1740774918",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/959751aa16a1b68d0596fb52af2b76d6_882e55ac-367a-47e3-9abc-d03167dd448e.jpg?v=1776627641"
+    },
+    {
+      "handle": "apartment-wallpaper-1",
+      "title": "Apartment Wallcovering",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/PSW1204RL.jpg?v=1740775113",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/PSW1208RL.jpg?v=1740775125",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/PSW1172RL.jpg?v=1740774918",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PSW1165RL.jpg?v=1776402960"
+    },
+    {
+      "handle": "architectural-wallcoverings",
+      "title": "Architectural Wallcoverings Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/JD-BAHARA-MARTINA-conference-room.png?v=1772557666",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/JD-BALBOA-conference-room.png?v=1772557673",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Aura-Clouds.jpg?v=1772557654",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PNT-04.jpg?v=1776433924"
+    },
+    {
+      "handle": "architectural-wallcoverings-commercial",
+      "title": "Architectural Wallcoverings Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/JD-BAHARA-MARTINA-conference-room.png?v=1772557666",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/JD-BALBOA-conference-room.png?v=1772557673",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Aura-Clouds.jpg?v=1772557654",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PNT-04_d9d6d795-30f1-4a07-b1fd-66123164096d.jpg?v=1776433925"
+    },
+    {
+      "handle": "art-deco",
+      "title": "Art Deco Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/versace-room-366923-4.jpg?v=1773971066",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/104735_1_e8afb015-8da2-41fa-a833-1b07f1c82c0f.jpg?v=1746832191",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/104298_1_c69e4f9b-e5ad-4c8f-b156-54388227d6b3.jpg?v=1739204705",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20319258.jpg?v=1776433822"
+    },
+    {
+      "handle": "art-deco-metallics-1",
+      "title": "Art Deco Metallics",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21511_interior1.webp?v=1780557388",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/dcd3f86ee26d00455c5d9bfbde5d22e4.jpg?v=1776402249"
+    },
+    {
+      "handle": "backdrop",
+      "title": "Backdrop",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/edith-black-ivory-wallpaper.jpg?v=1760719631",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/edith-black-ivory-wallpaper-2.jpg?v=1760719631",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/edith-black-ivory-wallpaper-3.jpg?v=1760719631",
+          "score": 3
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/tanbark-multi-2.jpg?v=1776627442"
+    },
+    {
+      "handle": "barclay-butera-collection-1",
+      "title": "Barclay Butera Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/JxpWkZfaFhtp5YoNe5VLuTcbF6pJv8l443CuqALF.jpg?v=1781987602",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WDW2101_WT_49713b11-cab2-435f-acfa-72be08945f42.jpg?v=1753320228",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WDW2106_WT_581cfd41-23b5-42d2-a4f7-d4574ea5a257.jpg?v=1753320214",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WDW2101_WT_05281aeb-d392-4a8a-93c3-4459fecd5c84.jpg?v=1774040248"
+    },
+    {
+      "handle": "basketweave-paper",
+      "title": "Basket Weave",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TAKUMI_BEACH-RYE-WEAVE-13.jpg?v=1739409372",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TAKUMI_BEACH-RYE-WEAVE-7.jpg?v=1739409376",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TAKUMI_TAK-EE01-02_KOROSEAL.jpg?v=1739409385",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/4571ee2e4ad1c0902d0af0a294d732c1.jpg?v=1776628682"
+    },
+    {
+      "handle": "berber",
+      "title": "Berber",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AMW10071_16_076e5182-bdac-47b6-864a-9bc4fdb8bed0.jpg?v=1753123033",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AMW10071_116_7ebd9fa0-ceeb-406b-b2c4-1771b899153a.jpg?v=1753123039",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AMW10071_15_7263a2f4-8c03-4873-898f-c341e15ab14e.jpg?v=1753123037",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2017100_940_b21bf3fe-ef56-4de1-83ee-1a5a68ba9860.jpg?v=1776433913"
+    },
+    {
+      "handle": "beverly-hills-stripe-wallpaper",
+      "title": "Fentucci Stripe",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Dig-700056copia_0a1d51ff-8c5a-44e7-a18c-d8a9a03c0156.jpg?v=1756852423",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Dig-700104_12inch_7deebe3d-00d5-4352-882e-dc1a90a5a698.jpg?v=1756852235",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Dig-700088_12inch_c7d9d0dc-f672-443e-b221-6549d83639da.jpg?v=1756852302",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Dig-700014_53b0652e-f7fc-45d3-8507-f985392ca182.jpg?v=1774494334"
+    },
+    {
+      "handle": "blue-wallpaper-collection",
+      "title": "Blue Wallcovering Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160561_alba-dark-blue-open-weave-wallpaper.jpg?v=1775164615",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160549_alba-turquoise-open-weave-wallpaper.jpg?v=1775164621",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20193_interior1.jpg?v=1780557401",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ea2a4950d2e7442c958a3b20c677b65c_f7a1c32d-1596-439b-9da4-19ef007bf081.jpg?v=1776628676"
+    },
+    {
+      "handle": "bohemian",
+      "title": "Bohemian Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AT23112_6fc441fc-243d-437c-90a0-df674b9ecda8.jpg?v=1774039353",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AT23120_6382dbc7-44c6-4fb2-a1b3-fe9fb5d91f46.jpg?v=1774046017",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AT23117_e3769411-563b-4ee4-b607-dbb86a03fb8c.jpg?v=1774046438",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/balancing-act-nightfall_eb874da9-8013-4147-b260-01bef6a28697.jpg?v=1776433826"
+    },
+    {
+      "handle": "borastapeter-scandinavian-wallpapers",
+      "title": "Borastapeter Scandinavian Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/5350_84500a09-0de4-4956-a80a-34de3afc9414.jpg?v=1652137840",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7678_e8e4ee6c-68e3-4b27-9457-40a2b316ae5a.jpg?v=1652137819",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/dahlia-garden-brown.jpg?v=1760670263",
+          "score": 0
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7261_aef94544-e91d-4ec9-b8e9-6a48fc7b9f7a.jpg?v=1776433901"
+    },
+    {
+      "handle": "botanicals-and-florals",
+      "title": "Botanicals & Florals Wallcovering Collections",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c5bec950fc1bec552b3dcde7739e9779.jpg?v=1776041458",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w3905-84.jpg?v=1776628441"
+    },
+    {
+      "handle": "braid-tape",
+      "title": "Braid / Tape",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_d79b9e20-aa00-4c96-9f2d-eb3038a21cd0.jpg?v=1781986795",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_5661376c-460d-4b9c-8cfe-b1cf9e67b8d7.jpg?v=1781988097",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_f5711047-eac5-4cd5-90d3-e203efffe650.jpg?v=1781988094",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TL10167_165_a680e04c-ba17-4bac-a45d-a632514576f0.jpg?v=1774494331"
+    },
+    {
+      "handle": "brands-at-designer-wallcoverings-a-c",
+      "title": "A-C Wallcovering Brands",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_1bf67823-ec5e-4b97-bc5d-99ce49f7aba7.jpg?v=1781986760",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/114_16033_CS_6d00e210-50da-41f7-be5e-aec49f0a7151.jpg?v=1771992353",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7134045ca2318ab2712c60121cec756e.jpg?v=1739303999",
+          "score": 3
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/happy-hour-day_24a94341-a00e-46da-a65c-8cfa89f8b06c.webp?v=1776627427"
+    },
+    {
+      "handle": "brazil",
+      "title": "Brazil",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot2024-10-21at5.02.29PM.png?v=1729555367",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot2024-10-21at5.02.34PM.png?v=1729555367",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot_2024-10-21_at_5.03.26_PM.png?v=1729555424",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GWL-3406_40_0995e2f7-5702-4e98-b42e-d29df5e45a8f.jpg?v=1776433793"
+    },
+    {
+      "handle": "british-walls",
+      "title": "British Invasion",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/72557d6dff8a63490b98b227c3ec6154.jpg?v=1572309028",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/808736ff445a8b9d9d5c647c1fb8f79e.jpg?v=1572309028",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/99ac4244b7bf9ddeb344e7a0a73ac5f4.jpg?v=1572309760",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2d765d423c431592d36f170c3cb6c2a2_c3e39d6c-bdb2-4550-baa4-4571d06e26e7.jpg?v=1774494103"
+    },
+    {
+      "handle": "brunschwig-fils",
+      "title": "Brunschwig & Fils",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_1bf67823-ec5e-4b97-bc5d-99ce49f7aba7.jpg?v=1781986760",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_4078d6d9-858d-41a1-9e64-e66ceab30a6e.jpg?v=1781986360",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_da057bb0-f2c2-400e-b3ed-bae274117e83.jpg?v=1781986510",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/8015150_611_1190253b-805d-4b1e-8614-a26eacce991f.jpg?v=1776628380"
+    },
+    {
+      "handle": "camel-cognac-1",
+      "title": "Camel & Cognac",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Rembrandt-Hay.jpg?v=1775009467",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160525_alba-bronze-open-weave-wallpaper.jpg?v=1775164636",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160531_alba-copper-open-weave-wallpaper.jpg?v=1775164632",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/forest_mustardfinal_2af08d59-d4a1-418b-8a0d-9870f9f56841.jpg?v=1776628716"
+    },
+    {
+      "handle": "candice-olson-wallpaper",
+      "title": "Candice Olson",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3355_16_796aa320-a101-44b9-ac4f-db4292d67724.jpg?v=1753122624",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3355_1611_51ca8841-a14a-4f0a-b300-79ba6bfc7668.jpg?v=1753122622",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W4158_16_f292a4df-9c29-4978-a5eb-66588f687e90.jpg?v=1753320922",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/candice-olson-w3355-16.jpg?v=1774495595"
+    },
+    {
+      "handle": "catchii",
+      "title": "Catchii",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallpaper-Behang-Posh-Snakes-gray-green-groen-grijs-Catchii-mockup_328e2e61-4b16-43d9-bf54-c100543af4bd.jpg?v=1744999054",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallpaper-Behang-Posh-Snakes-gray-green-groen-grijs-Catchii-mockup.jpg?v=1744999054",
+          "score": 2
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Catchii-behang-flying-cranes-blauw_08dd134b-b926-45f5-a0f4-7aa818a7cd04.jpg?v=1776627565"
+    },
+    {
+      "handle": "checks-plaids-and-stripes-1",
+      "title": "Checks + Plaids",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-11-04at12.18.18PM.png?v=1747254135",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-11-04at12.24.08PM.png?v=1747254133",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-11-04at12.28.20PM.png?v=1747254130",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2022-09-01at11.58.20AM.png?v=1774494745"
+    },
+    {
+      "handle": "china-seas-fabrics",
+      "title": "China Seas Fabrics",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Barbados-Batik-Group_852ca76e-e78c-4e48-8cbe-ac77be68904e.jpg?v=1781627984",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Palm-Grove-Multi-Color-fabric-group.jpg?v=1781630521",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/turquoise-on-white-1129_1_185901.jpg?v=1781627984",
+          "score": -1
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Maze-Reverse-Two-Colors-product-shot.jpg?v=1776627478"
+    },
+    {
+      "handle": "christian-lacroix-europe",
+      "title": "Christian Lacroix Europe",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot_2025-01-27_at_12.41.29_PM_5bec1adc-d1b7-4c92-8983-580972f5f7ec.png?v=1738950819",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot_2025-01-27_at_12.40.25_PM_4e2b3321-4498-4bd0-be4b-b5cd82c6948b.png?v=1738950816",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot_2025-01-27_at_2.46.07_PM_0f8592ce-c061-4cac-94ea-2219b860dbc5.png?v=1738951128",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/124118_407a444f-3a62-4ffc-9607-8ada4c0777ad.webp?v=1776403125"
+    },
+    {
+      "handle": "christian-lacroix-wallcoverings",
+      "title": "Christian Lacroix",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot_2025-01-27_at_12.41.29_PM_5bec1adc-d1b7-4c92-8983-580972f5f7ec.png?v=1738950819",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot_2025-01-27_at_12.40.25_PM_4e2b3321-4498-4bd0-be4b-b5cd82c6948b.png?v=1738950816",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot_2025-01-27_at_2.46.07_PM_0f8592ce-c061-4cac-94ea-2219b860dbc5.png?v=1738951128",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/124117_05948b20-992f-4b2c-9e73-c6161e5eceae.webp?v=1776627864"
+    },
+    {
+      "handle": "clarke-and-clarke-1",
+      "title": "Clarke and Clarke",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/F1098_06_CAC_DW423.jpg?v=1682698977",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/F0595_01_CAC_7655d294-9e0a-40ef-9ecf-209d3e3da5b6.jpg?v=1725864325",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/F0595_02_CAC_c3e5b5f1-6791-44eb-b841-284705612486.jpg?v=1725864328",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W0191_01_CAC_a59150b1-9ab5-4000-888a-1320178334e4.jpg?v=1774039595"
+    },
+    {
+      "handle": "clarke-clarke",
+      "title": "Clarke & Clarke",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/F1098_06_CAC_DW423.jpg?v=1682698977",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/F0595_01_CAC_7655d294-9e0a-40ef-9ecf-209d3e3da5b6.jpg?v=1725864325",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/F0595_02_CAC_c3e5b5f1-6791-44eb-b841-284705612486.jpg?v=1725864328",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W0191_01_CAC_672f0fb7-0f98-48d3-b64f-ca813d6bfbf1.jpg?v=1774039644"
+    },
+    {
+      "handle": "cole-and-son",
+      "title": "Cole and Son UK",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/100_3014_CS_8377142e-b120-480d-8692-49443985a5ae.jpg?v=1774065337",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/114_16033_CS_6d00e210-50da-41f7-be5e-aec49f0a7151.jpg?v=1771992353",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/109_11052_CS_4c08bc6d-7642-43c4-b2df-96fb56c18e20.jpg?v=1753305883",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/109_11052_CS_4c08bc6d-7642-43c4-b2df-96fb56c18e20.jpg?v=1776627779"
+    },
+    {
+      "handle": "cole-and-son-collections",
+      "title": "Cole and Son Collections",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/100_3014_CS_8377142e-b120-480d-8692-49443985a5ae.jpg?v=1774065337",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/114_16033_CS_6d00e210-50da-41f7-be5e-aec49f0a7151.jpg?v=1771992353",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/109_11052_CS_4c08bc6d-7642-43c4-b2df-96fb56c18e20.jpg?v=1753305883",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/97_10030_CS_109f96bb-2c36-42e7-9832-1f019ba10e54.jpg?v=1774039822"
+    },
+    {
+      "handle": "cole-son",
+      "title": "Cole & Son",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/100_3014_CS_8377142e-b120-480d-8692-49443985a5ae.jpg?v=1774065337",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/114_16033_CS_6d00e210-50da-41f7-be5e-aec49f0a7151.jpg?v=1771992353",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/109_11052_CS_4c08bc6d-7642-43c4-b2df-96fb56c18e20.jpg?v=1753305883",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/97_10030_CS_6aed177c-3d40-4074-85c5-d964ca5fb645.jpg?v=1774039816"
+    },
+    {
+      "handle": "colefax-and-fowler",
+      "title": "Colefax and Fowler",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/7181-06_m_351173cf-ec04-44c2-bb80-49da68e2a741.jpg?v=1753366128",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/7963-02_m_58522484-7a09-4fa3-b921-2573c453020f.jpg?v=1753366412",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/7963-04_m_f752bfcf-b5fc-4d07-8da0-0915520151cf.jpg?v=1753366417",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO -",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7963-02_m_58522484-7a09-4fa3-b921-2573c453020f.jpg?v=1774040106"
+    },
+    {
+      "handle": "colefax-fowler",
+      "title": "Colefax & Fowler",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/7181-06_m_351173cf-ec04-44c2-bb80-49da68e2a741.jpg?v=1753366128",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/7963-02_m_58522484-7a09-4fa3-b921-2573c453020f.jpg?v=1753366412",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/7963-04_m_f752bfcf-b5fc-4d07-8da0-0915520151cf.jpg?v=1753366417",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7401-02_m_8b59215f-0e64-422f-80db-83fbb7bb99fb.jpg?v=1774040109"
+    },
+    {
+      "handle": "commercial-durable",
+      "title": "Commercial & Durable",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CM122-2448.jpg?v=1733888702",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CM122-2449.jpg?v=1733888699",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CM122-2450.jpg?v=1733888696",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CM105-2195.jpg?v=1776628072"
+    },
+    {
+      "handle": "coordonne-spain-wallpaper-collection",
+      "title": "Coordonne Spain",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7134045ca2318ab2712c60121cec756e.jpg?v=1739303999",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/511458ba89d88d8ff2c16b359de550c2.jpg?v=1739303998",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/b4370aa8339ecd80465774ebb9d2de48.jpg?v=1739304064",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/eb7ee3daa9a42323046be7d5a6cf8642.jpg?v=1776628718"
+    },
+    {
+      "handle": "damask",
+      "title": "Damask Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/f32f9a27b1895c1cb83df8a15c7c1618.jpg?v=1773710402",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105449_1_f686579d-83da-4085-999c-7a5455844bf2.jpg?v=1739204993",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/f434123ca9d2ee322e5ec985821759cf.jpg?v=1776040879",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ea2a4950d2e7442c958a3b20c677b65c.jpg?v=1776433785"
+    },
+    {
+      "handle": "dedar",
+      "title": "Dedar",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/1__74269.1773625470.jpg?v=1773712278",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/2__06832.1773625470.jpg?v=1773712281",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/1__74269.1773625470_e8142d38-fd8e-40c4-ac7c-d1f7a5173b54.jpg?v=1776433952"
+    },
+    {
+      "handle": "dedar-wallcovering",
+      "title": "Dedar Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/1__74269.1773625470.jpg?v=1773712278",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/2__06832.1773625470.jpg?v=1773712281",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/1__74269.1773625470.jpg?v=1776433922"
+    },
+    {
+      "handle": "donghia-wallcoverings",
+      "title": "Donghia",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/P6021121_21.jpg?v=1772818785",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/P6021121_4.jpg?v=1772818804",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/P6021123_11.jpg?v=1772818912",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/P6021109_411.jpg?v=1774495161"
+    },
+    {
+      "handle": "drapery-fabrics",
+      "title": "Drapery",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_6cd40a32-86cd-45a8-9e69-26f440b35a03.jpg?v=1781987046",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_8b517510-b36a-492b-a210-5f883d7c9132.jpg?v=1781987081",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_2876990b-0edd-4c57-a0e7-7c0f5701131d.jpg?v=1781987070",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GDT5749_001_0297652f-6887-4d5b-94a5-99a72fa0ca51.jpg?v=1776628540"
+    },
+    {
+      "handle": "durable-w-c",
+      "title": "Durable",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/KWC_AL21_05_ADALYNWEAVE.jpg?v=1769733381",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/KWC_AL21_07_ADALYNWEAVE.jpg?v=1769733418",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/KWC_AL21_10_ADALYNWEAVE.jpg?v=1769733430",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/journey-to-eden_a07194f5-18c7-459d-8261-abfd9121ed8d.jpg?v=1776628654"
+    },
+    {
+      "handle": "elli-popp",
+      "title": "Elli Popp",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/e00f634f65e1d3887b63af7b558affdb.png?v=1774642730"
+    },
+    {
+      "handle": "elli-popp-1",
+      "title": "Elli Popp",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/98803-1b9202b5c6964b538c47f8f53b678825_70888ff1-bacf-492f-898e-4127cd7c4426.jpg?v=1774493727"
+    },
+    {
+      "handle": "emma-shipley-wallpaper-collection",
+      "title": "Emma J Shipley Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TCW009TCAI5UL040.jpg?v=1711558462",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/R16631_image2.jpg?v=1756327089",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/R16631_image1.jpg?v=1756327089",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/F1107_01_CAC_b59b1aef-e547-48c2-b986-de556eb79a65.jpg?v=1774495020"
+    },
+    {
+      "handle": "european-import-wallpaper-collection",
+      "title": "European Imported",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/a9e2ef307036edd3675d24a52f00ba3a.jpg?v=1572309251",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/f682c923c6c04695d0b61468f4cbc847.jpg?v=1775088868",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/536e76fe47df743b6a7f9bf646dbb6bc.jpg?v=1572309210",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Screenshot_2024-12-17_at_1.20.59_PM.png?v=1776628360"
+    },
+    {
+      "handle": "european-imports",
+      "title": "European Imports",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/26f171047a5488a7f26cca2c4b377204.jpg?v=1734415000",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/67fb559b293e2ecf83abe4d3eb390e85.jpg?v=1734414999",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/a9e2ef307036edd3675d24a52f00ba3a.jpg?v=1572309251",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/b7322b7819053f1d38d2b49ee2e94149.jpg?v=1774494180"
+    },
+    {
+      "handle": "european-wallpapers",
+      "title": "European",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105579_1_e2ab4eba-52ea-45a9-9cc4-2179437ea53e.jpg?v=1739205063",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105578_1_e3a1dddc-7b17-4b31-97e4-58c66bf7c0b4.jpg?v=1739205061",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105449_1_f686579d-83da-4085-999c-7a5455844bf2.jpg?v=1739204993",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7971-03_j38mfhvsedzty35k.jpg?v=1774037440"
+    },
+    {
+      "handle": "exuberant-prints-schumacher",
+      "title": "Exuberant Prints | Schumacher",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/5005881-2.jpg?v=1770831620",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/5005031-3.jpg?v=1770830232",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/5005030-1.jpg?v=1770830212",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2704420.webp?v=1774493760"
+    },
+    {
+      "handle": "fabric-trim",
+      "title": "Fabric Trim",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_1bf67823-ec5e-4b97-bc5d-99ce49f7aba7.jpg?v=1781986760",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_6f3a5935-31a6-48fd-8f8e-438da27c2f17.jpg?v=1781986876",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_329850c2-285f-4dc9-8e36-6ffaacb5076e.jpg?v=1781986832",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AE12344.jpg?v=1776628272"
+    },
+    {
+      "handle": "fabricut-fabrics",
+      "title": "Fabricut Fabrics",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/5151803_2x_79e1d63a-e405-4ae1-92a1-7a1261699736.jpg?v=1773710464",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/seaton-wp-506-2.jpg?v=1761581841",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/seaton-wp-505-2.jpg?v=1761581887",
+          "score": 0
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5151803_2x_79e1d63a-e405-4ae1-92a1-7a1261699736.jpg?v=1774495691"
+    },
+    {
+      "handle": "fabricut-wallcoverings",
+      "title": "Fabricut Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/5151803_2x_79e1d63a-e405-4ae1-92a1-7a1261699736.jpg?v=1773710464",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/seaton-wp-506-2.jpg?v=1761581841",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/seaton-wp-505-2.jpg?v=1761581887",
+          "score": 0
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5151803_2x_0349f70e-d4ef-4f97-bf88-43d3f0e554ce.jpg?v=1776433917"
+    },
+    {
+      "handle": "farrow-ball-wallcoverings",
+      "title": "Farrow & Ball",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/feather-grass-5101-wallpaper-base.jpg?v=1775757641",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/feather-grass-5101-wallpaper-swatch.jpg?v=1775757641",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/purnon.jpg?v=1761344027",
+          "score": -1
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/purnon-2.jpg?v=1776627545"
+    },
+    {
+      "handle": "faux-animal-skin",
+      "title": "Faux Animal Patterns",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot2024-05-17at12.21.13PM.png?v=1715973705",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/20240626_122527.jpg?v=1737259842",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/20240626_135737.jpg?v=1737259794",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CROCA-93031-sample-clean_cead575a-9cb5-4606-884d-8b7fdd3f22a0.jpg?v=1776627659"
+    },
+    {
+      "handle": "faux-grasscloth-wallpaper-collection",
+      "title": "Faux Grasscloth",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60408_e43f2153-2a3e-4dfe-a7b5-61813ef5b96a.jpg?v=1748378556",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60430_d793a967-c535-4180-9a90-a96483d69aa5.jpg?v=1748378547",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60404_66a1aee6-2b21-449a-860d-e6cdf631d594.jpg?v=1748378565",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/bb59071a9cc7dc1a6f4ff30837965537.jpg?v=1774494769"
+    },
+    {
+      "handle": "faux-silk",
+      "title": "Faux Silk + Linen",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/433281ef2aacac50f043d332e08709c6.jpg?v=1745458503",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/5a57d2a8061faa24df1140d1c7f75973.jpg?v=1745458501",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/4355d97bb3bcbc8c7d82123f9d63981f.jpg?v=1745458499",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/e5e352a44c76ced4973203ec19911963.jpg?v=1776628007"
+    },
+    {
+      "handle": "fentucci-murals",
+      "title": "Fentucci Murals",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ScreenShot2023-12-25at8.22.00PM.png?v=1703564529",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ScreenShot2023-12-25at8.13.36PM.png?v=1703564024",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/5157_98W6321_5a76326d-bc6a-400e-b80f-507a8ae207c7.jpg?v=1740503680",
+          "score": 0
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/9230_97WS131-01_2db7597f-bb99-4b20-ab49-f8b58496538a.jpg?v=1776627979"
+    },
+    {
+      "handle": "finished-pillows",
+      "title": "Pillows",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/8589383-art-deco-swans-cream-on-black-by-katerhees_17_60b61875-050f-4984-bfd7-ed2c2d16de40.jpg?v=1631050698",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/8589383-art-deco-swans-cream-on-black-by-katerhees_18_329201f0-44ac-46bf-821a-9e933d4dc587.jpg?v=1631050698",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/8589383-art-deco-swans-cream-on-black-by-katerhees_12_9a359f32-bd6e-4d6e-8756-3650813fbbbe.jpg?v=1631050690",
+          "score": 3
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20182854_214975df-a4a5-4b71-a949-2d35a3b08f3c.jpg?v=1776627705"
+    },
+    {
+      "handle": "florals-botanicals",
+      "title": "Florals & Botanicals",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/c5bec950fc1bec552b3dcde7739e9779.jpg?v=1776041458",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/journey-to-eden_76e89235-1ee5-4da3-a9bb-085381a43168.jpg?v=1776628377"
+    },
+    {
+      "handle": "fornasetti",
+      "title": "Fornasetti Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/97_10048_CS_a6f9946d-7462-45e3-9059-d026cd22f267.jpg?v=1753303806",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/114_16032_CS_112b0f20-2e50-4cd2-9641-0bbd90d84123.jpg?v=1753305383",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/97_10030_CS_6aed177c-3d40-4074-85c5-d964ca5fb645.jpg?v=1753303808",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/114_28056_CS_6c018e4b-7608-414e-8335-51d302919964.jpg?v=1776627772"
+    },
+    {
+      "handle": "french-country-wallpaper-collection",
+      "title": "French Country",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN41002_eb9b4aa0-719f-4e8d-a65f-bb59aa75dbc4.jpg?v=1748378373",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN41003_d91eb40a-5ff8-4b87-b4df-7800cf62bc29.jpg?v=1748378371",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN41004_c1e0f265-a709-40a0-b018-bb5e4bd253d1.jpg?v=1748378367",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ATWW15169_e0d33d09-0ff0-401d-80f3-255ef35d59e6.jpg?v=1776628301"
+    },
+    {
+      "handle": "gaston-y-daniela",
+      "title": "Gaston y Daniela",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_3c33c45b-b62e-4820-b1f1-ad7dea15c47e.jpg?v=1781986976",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_6cd40a32-86cd-45a8-9e69-26f440b35a03.jpg?v=1781987046",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_8b517510-b36a-492b-a210-5f883d7c9132.jpg?v=1781987081",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LCW1018_005_d8580bc9-7201-4ec3-ab13-2999b15adea6.jpg?v=1774039711"
+    },
+    {
+      "handle": "geometric",
+      "title": "Geometric Wallcovering Collections",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21511_interior1.webp?v=1780557388",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/gz127_036ec345-e731-407f-bddb-954e118e8f5d.jpg?v=1776628487"
+    },
+    {
+      "handle": "glam-by-phillipe-romano",
+      "title": "Glam By Phillipe Romano",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/cfef8a782544b17a40482b386c34c93b.jpg?v=1572309720",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/49ce882095dcb314247117d4d7ad40af.jpg?v=1572309720",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/9cf4fcd37ace3f7ca3e961dbb311f393.jpg?v=1572309720",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/509ddb8852540dbef5288abd470e1334.jpg?v=1774494686"
+    },
+    {
+      "handle": "glitter-wallpaper",
+      "title": "Glitter + Sequins",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/GlitterWallsGLMG-9605_ffa33cae-e77c-4840-9442-9a742705c403.jpg?v=1650571949",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DC60712_ea571ebc-2873-4d04-b34f-8c209fa056a4.jpg?v=1748378769",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DC60702_c2421067-8f07-4be2-9cb3-ef88c0de514a.jpg?v=1748378775",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/IMG_7895.jpg?v=1776628057"
+    },
+    {
+      "handle": "graham-brown",
+      "title": "Graham & Brown",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105579_1_e2ab4eba-52ea-45a9-9cc4-2179437ea53e.jpg?v=1739205063",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105578_1_e3a1dddc-7b17-4b31-97e4-58c66bf7c0b4.jpg?v=1739205061",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105449_1_f686579d-83da-4085-999c-7a5455844bf2.jpg?v=1739204993",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/106289_2_0f0c4f8c-ccb5-42c1-a303-b65c3240732e.jpg?v=1776627850"
+    },
+    {
+      "handle": "hand-made-wallcoverings",
+      "title": "Hand Made",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/02526f8f3784e7655d1d56f39d41a135.jpg?v=1572309177",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/e5b2eda11b0bd19bab1e3b2efdaa5731.jpg?v=1572309177",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/dcb6ad9da852ba4b8e1fba2dbb198459.jpg?v=1572309177",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/cfef8a782544b17a40482b386c34c93b_cdfe88ff-49d7-4f2a-b9e0-fa74f5482950.jpg?v=1774495574"
+    },
+    {
+      "handle": "hinson",
+      "title": "Hinson",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/118228201_3249570748411748_1629082742788044617_o.jpg?v=1617118913",
+          "score": 2
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/118228201_3249570748411748_1629082742788044617_o.jpg?v=1776433947"
+    },
+    {
+      "handle": "hollywood-acoustical",
+      "title": "Hollywood Acoustical",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/cc70f4b66cddb385c8f6a61d9bbce097.jpg?v=1572309803",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/2bd76bfac054ded030ad269641d7c683.jpg?v=1572309803",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/88a674e21f6df68315b8d8cb0396deae.jpg?v=1572309803",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2bd76bfac054ded030ad269641d7c683.jpg?v=1776433888"
+    },
+    {
+      "handle": "hollywood-type-2-wallpaper-collection",
+      "title": "Hollywood Type 2",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73051-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775698046",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73053-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775698064",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73033-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775697958",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3fa90de5a75173afd6c3b3df45518928_df7b3ca1-5a6b-43b0-b939-a5a4fbac0f8d.jpg?v=1776628634"
+    },
+    {
+      "handle": "hollywood-wallcovering-collection",
+      "title": "Hollywood",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73051-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775698046",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73053-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775698064",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73033-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775697958",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3fa90de5a75173afd6c3b3df45518928_a130d1e5-d054-4505-93e7-141c09773362.jpg?v=1776628637"
+    },
+    {
+      "handle": "hollywood-wallpaper-commercial-wallpaper",
+      "title": "Hollywood Hospitality",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xhw-20001-sample-hollywood-blvd-metallic-linen-hollywood-wallcoverings.jpg?v=1775717032",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xhw-20002-sample-hollywood-blvd-metallic-linen-hollywood-wallcoverings.jpg?v=1775717041",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xhw-20003-sample-hollywood-blvd-metallic-linen-hollywood-wallcoverings.jpg?v=1775717050",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c08a6c70594d67a16a0a1dc181c4af8e.jpg?v=1776628244"
+    },
+    {
+      "handle": "hospitality-wallcoverings",
+      "title": "Hospitality Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CM122-2448.jpg?v=1733888702",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CM122-2449.jpg?v=1733888699",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CM122-2450.jpg?v=1733888696",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CM101-2132_581dfa01-4c87-4bb7-b23d-682accef9044.jpg?v=1776433809"
+    },
+    {
+      "handle": "ikat",
+      "title": "Ikat Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Margaux-Paradiso.jpg?v=1775008101",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40102_3381f483-8088-4073-9fa4-0c4a71ae2420.jpg?v=1748378493",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40100_811ac624-c26e-4456-962d-0c5310f83074.jpg?v=1748378495",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/China_Seas_DWC_Bali-Hai-Sage-Green-on-Tinted-Linen-2020L-114_jpg_d850b6b1-031f-48dc-9a8a-ffd3a68a36d3.jpg?v=1776433834"
+    },
+    {
+      "handle": "jeffrey-stevens",
+      "title": "Jeffrey Stevens",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160525_alba-bronze-open-weave-wallpaper.jpg?v=1775164636",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160531_alba-copper-open-weave-wallpaper.jpg?v=1775164632",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160561_alba-dark-blue-open-weave-wallpaper.jpg?v=1775164615",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/1a303c2255050787cea5043bf5baf9c1_a32cd4d7-ddc3-4d71-88b0-5e7d126ef1b6.jpg?v=1776628128"
+    },
+    {
+      "handle": "jeffrey-stevens-wallpaper-collection",
+      "title": "Jeffrey Stevens - Budget Friendly",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160525_alba-bronze-open-weave-wallpaper.jpg?v=1775164636",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160531_alba-copper-open-weave-wallpaper.jpg?v=1775164632",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160561_alba-dark-blue-open-weave-wallpaper.jpg?v=1775164615",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2e96a9017ae5423aac06355db0831666_0c5821f1-81d7-434f-b222-c8695e100315.jpg?v=1776628125"
+    },
+    {
+      "handle": "juliet-travers-european-classics",
+      "title": "Juliet Travers European Classics",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/72557d6dff8a63490b98b227c3ec6154.jpg?v=1572309028",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/808736ff445a8b9d9d5c647c1fb8f79e.jpg?v=1572309028",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/99ac4244b7bf9ddeb344e7a0a73ac5f4.jpg?v=1572309760",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/cf617677ba8601c0ea684a74a07a8278.jpg?v=1776627991"
+    },
+    {
+      "handle": "jute",
+      "title": "Jute Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W1012_01_Haystack_DET_2_2c54862d-3027-422e-8071-bf46adaf22d5.jpg?v=1739997373",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W1012_02_Haystack_DET_2_3cb2ad5d-9b6f-4aad-87f3-2ccfcf8a1d92.jpg?v=1739997370",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W1012_Haystack_Install_1_974f3ffc-e4dc-4023-af8c-2d13a82c4358.jpg?v=1739997368",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/tattiana-tightweave-jute-grs-9062-cropped.jpg?v=1776433866"
+    },
+    {
+      "handle": "kelly-wearstler-collections",
+      "title": "Kelly Wearstler Collections",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/GWP-3725_1115.jpg?v=1753302652",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/GWP-3725_821.jpg?v=1753302640",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/GWP-3725_16.jpg?v=1753302645",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GWP-3720_18_b6b163e7-ef34-4826-87f1-65c5acd35f52.jpg?v=1776628267"
+    },
+    {
+      "handle": "kelly-wearstler-wallpapers-1",
+      "title": "Kelly Wearstler Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/GWP-3731_811.jpg?v=1753302584",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/GWF-3789_11.jpg?v=1753302582",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/GWP-3721_357.jpg?v=1753302663",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GWF-3758_118_26cd6ee6-bd6f-4f7a-90dc-51aee062618a.jpg?v=1774040008"
+    },
+    {
+      "handle": "kravet",
+      "title": "Kravet",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/JMW1005_01_fab60c5e-25f1-4be2-9f48-f27810954439.jpg?v=1753122918",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AMW10061_1610_afd8bb72-09d9-4123-9fef-dd8557bb485a.jpg?v=1753123081",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AMW10056_16_4c00acc5-a359-4e9d-a7e1-68a0cc7ca64d.jpg?v=1753123135",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/30514_16_dc123fca-64b3-4033-83a8-a2655a28ba04.jpg?v=1776628533"
+    },
+    {
+      "handle": "kravet-bascis",
+      "title": "Kravet Basics",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/34497_516_7c8eb789-ec92-4657-b3a5-f7999e2c0700.jpg?v=1726675066",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CELINE_106_13938f8c-8b69-434a-8030-770ee4154e90.jpg?v=1753128095",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CELINE_11_7f88f8aa-1f74-43d0-875e-4b83c60f7e64.jpg?v=1753128093",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2005-kravetinc.jpg?v=1776627549"
+    },
+    {
+      "handle": "kravet-coillections",
+      "title": "Kravet Collections",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/114_16033_CS_6d00e210-50da-41f7-be5e-aec49f0a7151.jpg?v=1771992353",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/109_11052_CS_4c08bc6d-7642-43c4-b2df-96fb56c18e20.jpg?v=1753305883",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/109_11055_CS_8948869f-5403-4483-aa31-aeed8bc25a77.jpg?v=1753305876",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/114_2016033_CS_full_repeat.jpg?v=1776628529"
+    },
+    {
+      "handle": "kravet-couture-1",
+      "title": "Kravet Couture",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/JMW1005_01_fab60c5e-25f1-4be2-9f48-f27810954439.jpg?v=1753122918",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AMW10061_1610_afd8bb72-09d9-4123-9fef-dd8557bb485a.jpg?v=1753123081",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AMW10056_16_4c00acc5-a359-4e9d-a7e1-68a0cc7ca64d.jpg?v=1753123135",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/JMW1023_41_394e7537-703f-4051-a873-d7c6e22952cf.jpg?v=1774039836"
+    },
+    {
+      "handle": "kravet-design",
+      "title": "KRAVET DESIGN",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LZW-30193_01_dfd01334-8638-48cc-a177-390b80811fe7.jpg?v=1753290967",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LZW-30193_03_8d31dc30-e654-4431-95a5-2184731aba8d.jpg?v=1753290966",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LZW-30193_06_7153e136-13b8-43b9-a464-d5ecb70ab91b.jpg?v=1753290964",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/30514_16_98b327d2-66da-4235-a349-c99c88223c0e.jpg?v=1776628526"
+    },
+    {
+      "handle": "lattice-and-trellis-patterns",
+      "title": "Lattice & Trellis",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21027_interior1.jpg?v=1780557619",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21029_interior1.jpg?v=1780557620",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105779_1_dc7c2554-b0fa-4185-ae3e-3704428d5f78.jpg?v=1739205152",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3547fe79068d43fd86725b501b7c7f01_c481cce8-73fe-4328-bb71-780e8d5b2566.jpg?v=1776628591"
+    },
+    {
+      "handle": "lattices",
+      "title": "Lattices",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105779_1_dc7c2554-b0fa-4185-ae3e-3704428d5f78.jpg?v=1739205152",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot2024-11-26at1.37.18PM.png?v=1756862921",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN11502_9a6ed0b5-7cae-41a9-a84c-e80f4cd215bd.jpg?v=1748380059",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3547fe79068d43fd86725b501b7c7f01_d61c3c62-6da7-4f1d-b085-c06039a39479.jpg?v=1776628281"
+    },
+    {
+      "handle": "lawalls-collection",
+      "title": "LA Walls Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/c47fa5829c3b343f7b56c3e4556343d2.jpg?v=1572309966",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/cc1e93e1183d1948d8afc1c6a3fcc7ed.jpg?v=1572309963",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7cc3598c0a8e1f200fc9693ca89cc9e7.jpg?v=1572309962",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c850bf77abc6469437568741e78831e7.jpg?v=1776627476"
+    },
+    {
+      "handle": "le-embossed-croc-vinyl",
+      "title": "Le Embossed Croc Vinyl",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/20240626_122527.jpg?v=1737259842",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/20240626_135737.jpg?v=1737259794",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/20240626_134400.jpg?v=1737259802",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2B4E01E6-864B-4EA5-ABCD-D70B033A60C9.jpg?v=1776627656"
+    },
+    {
+      "handle": "leaves-wallpaper-collection",
+      "title": "Trees & Leaves",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/cerezomockup01_93cf7262-05a1-4d6a-9333-f8c899c0e8fe.jpg?v=1756863556",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CHIMNEY_CAKE_Apple_52x50cm_WP20795_59097177-1ff1-4651-85ad-8e2ef112660a.jpg?v=1748367607",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/BRANCHY_Meadow_Green_156x150cm_WP20785.jpg?v=1748367407",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/e272902c4487304d78fbe1d44384775f.jpg?v=1776628350"
+    },
+    {
+      "handle": "leed-walls",
+      "title": "LEED Walls",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/aee57a97ad471ea390c3a75b9f29ba26.jpg?v=1572309073",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/147d3764354177a7aade12345302cf12_fce0f1a4-5208-4f90-8306-72765866b282.gif?v=1572309073",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/4d345d13b7bc8b0e0c1bdf91c0daab64.jpg?v=1572310034",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/XWA-52000-cleaned.jpg?v=1776627957"
+    },
+    {
+      "handle": "leed-walls-1",
+      "title": "LEED Eco-Walls",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/51cbd2dfb494b0ae1ec4750bbd419fca.jpg?v=1745458088",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/6a4bf1ae5176d79f57a89137efd099ed.jpg?v=1745458087",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/242e515d2fba72c816b9b30195f21027.jpg?v=1745458085",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/XWA-52000-cleaned_6f4c7bc4-b13e-4ccc-996d-e9187a738299.jpg?v=1776627960"
+    },
+    {
+      "handle": "lorenzo-castillo-collection",
+      "title": "Lorenzo Castillo Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_4f3452d8-2156-4e42-a88c-c00728072017.jpg?v=1781988442",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CoreyDamenJenkins-MM-March2026_33e803c9-5416-4fcf-9175-e549712ed81e.jpg?v=1781988443",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Digital-Library-MM-March2026_1_e2e42b8f-8f74-4b24-b4ad-619c25cef836.jpg?v=1781988442",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO -",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/sofa_adam_rojo_decoracion_gastonydaniela_lorenzocastillo_telas_rayas_tapizado.jpg?v=1776628241"
+    },
+    {
+      "handle": "madeinitaly",
+      "title": "Made in Italy Wallcovering",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160525_alba-bronze-open-weave-wallpaper.jpg?v=1775164636",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160531_alba-copper-open-weave-wallpaper.jpg?v=1775164632",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160561_alba-dark-blue-open-weave-wallpaper.jpg?v=1775164615",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5260_43W7631-01_1dc4f89c-380a-4274-9aba-0d883c631393.jpg?v=1776628631"
+    },
+    {
+      "handle": "marble-wallcoverings",
+      "title": "Marble Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HDFcord01_mockup.jpg?v=1756707180",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HDFcord01_mockup_3700900a-dab3-4a7c-b2a6-1a36ddb74de2.jpg?v=1756851815",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20193_interior1.jpg?v=1780557401",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TTN-1506_2_99d68e30-a0ca-45a2-90de-319e7e155e1d.jpg?v=1776433819"
+    },
+    {
+      "handle": "marimekko-exclusive",
+      "title": "Marimekko Exclusive",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/23381X.jpg?v=1609975244",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/23330X.jpg?v=1609976288",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/23325X.jpg?v=1609973806",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/23367X.jpg?v=1776433937"
+    },
+    {
+      "handle": "martyn-lawrence-bullard",
+      "title": "Martyn Lawrence Bullard",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/e109f08727a993e561aa6854013e0ba1.jpg?v=1572309205",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/8f1a26cd3753c88264681d8c4c3b2487.jpg?v=1572309205",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/231bee3fa6c03dfa0d34c6362d557c8e.jpg?v=1572309205",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2d765d423c431592d36f170c3cb6c2a2_db90db2a-cf76-45c8-b48a-7905fbf411ec.jpg?v=1774040320"
+    },
+    {
+      "handle": "medallions",
+      "title": "Medallions",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/SC21300_8dc1927f-a1cc-47e1-a9a3-efab1173aff6.jpg?v=1748378115",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/SC21302_7a9ee315-0950-45a6-af0d-968f93f0ea16.jpg?v=1748378110",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/SC21312_b8dfbb98-3146-4c61-a050-e055a0b7e2a2.jpg?v=1748378106",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WUE2001_WT_1443efc6-87de-4fbe-8e30-75f1f4b6a8b8.jpg?v=1774494860"
+    },
+    {
+      "handle": "mind-the-gap",
+      "title": "Mind the Gap\u2122",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/MTG_403117_2_BROCADE_Powder.jpg?v=1616193917",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CHIMNEY_CAKE_Apple_52x50cm_WP20795_59097177-1ff1-4651-85ad-8e2ef112660a.jpg?v=1748367607",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CHIMNEY_CAKE_Blueberry_52x50cm_WP20796_0b3e3a88-2329-4f98-b2e0-c12a304237a1.jpg?v=1748367605",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2025-11-21at2.05.32PM.png?v=1776627837"
+    },
+    {
+      "handle": "mind-the-gap-1",
+      "title": "Mind the Gap",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/MTG_403117_2_BROCADE_Powder.jpg?v=1616193917",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CHIMNEY_CAKE_Apple_52x50cm_WP20795_59097177-1ff1-4651-85ad-8e2ef112660a.jpg?v=1748367607",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CHIMNEY_CAKE_Blueberry_52x50cm_WP20796_0b3e3a88-2329-4f98-b2e0-c12a304237a1.jpg?v=1748367605",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Screen_Shot_2024-10-02_at_1.07.32_PM.png?v=1776627840"
+    },
+    {
+      "handle": "minimalist",
+      "title": "Minimalist Chic",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60408_e43f2153-2a3e-4dfe-a7b5-61813ef5b96a.jpg?v=1748378556",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60430_d793a967-c535-4180-9a90-a96483d69aa5.jpg?v=1748378547",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60404_66a1aee6-2b21-449a-860d-e6cdf631d594.jpg?v=1748378565",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c64192a6f12a22695d2b1009f7d8b7df.jpg?v=1776628399"
+    },
+    {
+      "handle": "minimalist-1",
+      "title": "Minimalist",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Shaka-Endless-Summer.jpg?v=1775010075",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160561_alba-dark-blue-open-weave-wallpaper.jpg?v=1775164615",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fgb-102-sample-faux-glass-bead-wallcovering_c5fe2966-1c71-4cee-901f-a52530ae15b9.jpg?v=1776628453"
+    },
+    {
+      "handle": "missoni",
+      "title": "Missoni",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Indienne_Mandu_18340_Roomshot_Web_LR-og.jpg?v=1775761916",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3855_24_8158f424-c730-4ace-8ed2-39ab1f8834da.jpg?v=1753121046",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3855_635_8dc8545b-4100-45cd-a485-f5112c015c3b.jpg?v=1753121044",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ande-wp_b5770642-5406-4299-bec9-bb41d65e0dd0.jpg?v=1774495293"
+    },
+    {
+      "handle": "missoni-home",
+      "title": "Missoni Home",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/fb1448ff0e6dba06f62ca2a03e67ffbb.jpg?v=1572310471",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/f93de1892f7f0b4d22bfc5211163f3d9.jpg?v=1572310470",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/676bcc4acf750febffdfbc41c6b951ff.jpg?v=1572310470",
+          "score": 3
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ande-wp.jpg?v=1774494801"
+    },
+    {
+      "handle": "modern",
+      "title": "Modern Wallcovering Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21511_interior1.webp?v=1780557388",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c2c47c4d2c2bfb1520563fa4a34f138c_e962ef8d-9996-489e-ac41-de411c603fcb.jpg?v=1776628481"
+    },
+    {
+      "handle": "mulberry-wallcoverings",
+      "title": "Mulberry",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_6af01e91-3c40-463f-9796-aa51aaae65ef.jpg?v=1781988171",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_28937f97-c5ac-4899-96ea-67d1544a6d8a.jpg?v=1781988172",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_b26ab6e7-d497-4490-b635-8901684321dc.jpg?v=1781988177",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-WFLO-910C-sample.jpg?v=1776627951"
+    },
+    {
+      "handle": "murals-scenics",
+      "title": "Murals & Scenics",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21511_interior1.webp?v=1780557388",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20313_interior1.webp?v=1780557333",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20193_interior1.jpg?v=1780557401",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/98803-7dadb08f3f61432895f59cd5b118af21.jpg?v=1776628176"
+    },
+    {
+      "handle": "naturally-glamorous",
+      "title": "Naturally Glamorous",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/hlw-73008-sample-benedict-canyon-sisal-hollywood-wallcoverings.jpg?v=1775703732",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/hlw-73010-sample-benedict-canyon-sisal-hollywood-wallcoverings.jpg?v=1775703736",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/hlw-73013-sample-benedict-canyon-sisal-hollywood-wallcoverings.jpg?v=1775703741",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/HLW-73008-cleaned.jpg?v=1776628621"
+    },
+    {
+      "handle": "new-arrivals",
+      "title": "New Arrivals at Designer",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/coleopter-2602-1-wallpapersrepeated-patterns-coordonne.jpg?v=1782183474",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/coleopter-2602-2-wallpapersrepeated-patterns-coordonne.jpg?v=1782183471",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/coleopter-2602-3-wallpapersrepeated-patterns-coordonne.jpg?v=1782183469",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/happy-hour-day_e05d76e2-583f-46e0-b331-fc9cc36247e5.webp?v=1776627833"
+    },
+    {
+      "handle": "nicolette-mayer",
+      "title": "Nicolette Mayer",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WNM_SET1ARCA_RM1.jpg?v=1749575626",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/N4_1007AG10_735b8fdb-2f42-4e7c-801f-265f06f59968.jpg?v=1606236302",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WNM1010AGAT_9a53b563-dd99-4947-ac79-bcd61d22421b.jpg?v=1606236383",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WNM_SET1ARCA.jpg?v=1776627738"
+    },
+    {
+      "handle": "nicolette-mayer-designs",
+      "title": "Nicolette Mayer Designs",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WNM_SET1ARCA_RM1.jpg?v=1749575626",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/N4_1007AG10_735b8fdb-2f42-4e7c-801f-265f06f59968.jpg?v=1606236302",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/WNM1010AGAT_9a53b563-dd99-4947-ac79-bcd61d22421b.jpg?v=1606236383",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/NM_B0901144.jpg?v=1774494955"
+    },
+    {
+      "handle": "nina-campbell-fabrics",
+      "title": "Nina Campbell Fabrics",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Coromandel_Fabric_by_Nina_Campbell_for_Osborne_Little_1024x1024_e513a12f-7749-48d1-b010-4331e7dbbffa.jpg?v=1586973451"
+    },
+    {
+      "handle": "nlxl",
+      "title": "NLXL",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/8d1689246e09d1a8543310dcc11b05bc.jpg?v=1572309871",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/BGR-04_Nizwa_Jade_Metallic_SIM_8794a875-9e3c-470e-a5de-87a3b649e936.jpg?v=1602007538",
+          "score": -1
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/BGR-05_Nizwa_Pink_Metallic_SIM_0afe5a83-ccf3-4beb-84ca-ccaf9780b6fd.jpg?v=1602007540",
+          "score": -1
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/36e2f81fed848c76197f640e106da259_16e700d8-8036-412e-9193-7e512b2e673a.jpg?v=1776627569"
+    },
+    {
+      "handle": "nobilis-wallcoverings",
+      "title": "Nobilis",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/MOI78.jpg?v=1772819378",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/COS122.jpg?v=1772819292",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/QNT31.jpg?v=1772819308",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO -",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/SVR34.jpg?v=1774040222"
+    },
+    {
+      "handle": "ogee-wallpaper",
+      "title": "Ogee",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R17712_interior3.jpg?v=1731087654",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40500_d2aa91b4-1194-4332-ad6a-0aa30f45bc72.jpg?v=1748378440",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40500-A.jpg?v=1748378441",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-Flock-7027-sample_d683027a-2d9e-49ce-b55a-42ccc371334f.jpg?v=1776627748"
+    },
+    {
+      "handle": "orange",
+      "title": "Orange Wallcovering Collections",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/MTG_403047_Arabesque-WP20076.jpg?v=1607114369",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160531_alba-copper-open-weave-wallpaper.jpg?v=1775164632",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/JP10105.jpg?v=1748379092",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/MW100-10-abaca-indigo_02_30750673-e139-4770-bfdf-6a8be07ac641.jpg?v=1776628475"
+    },
+    {
+      "handle": "orange-wallcoverings",
+      "title": "Orange Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/MTG_403047_Arabesque-WP20076.jpg?v=1607114369",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40301_9732d77d-9bf5-4d36-af21-7d212c5538ef.jpg?v=1748378472",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R19853_interior1.webp?v=1780557384",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/0f1a751134e072c4fc1a2687139cce46.jpg?v=1776433748"
+    },
+    {
+      "handle": "osborne-and-little-fabrics",
+      "title": "Osborne & Little Fabrics",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/f6945-04.jpg?v=1586541540",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/f6244-0146.jpg?v=1586541282",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/f6930-02.jpg?v=1586541377",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/01_SPIAGGIA_VARIOUS_MAIN.jpg?v=1776627464"
+    },
+    {
+      "handle": "osborne-little",
+      "title": "Osborne & Little",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/w7350-01_3.webp?v=1738616332",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/w7350-02_1_1.webp?v=1738616337",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/w7350-03_1.webp?v=1738616343",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-EUR-71118-Sample.jpg?v=1776628354"
+    },
+    {
+      "handle": "osborne-little-wallpapers",
+      "title": "Osborne & Little",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/w7350-01_3.webp?v=1738616332",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/w7350-02_1_1.webp?v=1738616337",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/w7350-03_1.webp?v=1738616343",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7334-02_876c7a75-14c9-4f50-8a49-91a92c6248de.jpg?v=1776628357"
+    },
+    {
+      "handle": "outdoor-fabric",
+      "title": "Indoor / Outdoor Performance",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_1bf67823-ec5e-4b97-bc5d-99ce49f7aba7.jpg?v=1781986760",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_4f3452d8-2156-4e42-a88c-c00728072017.jpg?v=1781988442",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_848aa2ce-ed86-4865-af35-d88fa563dcaa.jpg?v=1781986751",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/SPARTAN_11_d8787904-817c-41dc-ae84-3756ede5e174.jpg?v=1776628469"
+    },
+    {
+      "handle": "p-z-wallpapers-by-designer",
+      "title": "P-Z",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-mw100-06.jpg?v=1775775617",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-mw139-04.jpg?v=1775775915",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/room-living_room-mw104-03.jpg?v=1775775600",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5005032-2_3d3030cb-5b2f-4e28-8ebe-f0624d967409.jpg?v=1776628426"
+    },
+    {
+      "handle": "paisley",
+      "title": "Paisley Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/319139ce392189a2fa1521c9f42d56a0.jpg?v=1756876499",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-11-04at2.14.57PM.png?v=1747254092",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-11-04at1.56.54PM.png?v=1747254103",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c77e04e1260f745f78f19fb5d6583e8a.jpg?v=1776433735"
+    },
+    {
+      "handle": "paisley-wallcoverings",
+      "title": "Paisley Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/319139ce392189a2fa1521c9f42d56a0.jpg?v=1756876499",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-11-04at2.14.57PM.png?v=1747254092",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-11-04at1.56.54PM.png?v=1747254103",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c77e04e1260f745f78f19fb5d6583e8a_3650afaa-0e0e-4004-bd47-9dd384efe98e.jpg?v=1776433737"
+    },
+    {
+      "handle": "paisleys-1",
+      "title": "Paisleys",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/319139ce392189a2fa1521c9f42d56a0.jpg?v=1756876499",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-11-04at2.14.57PM.png?v=1747254092",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-11-04at1.56.54PM.png?v=1747254103",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c77e04e1260f745f78f19fb5d6583e8a_2bb4756b-10fc-4afe-b3f2-2aa9748e5188.jpg?v=1776628167"
+    },
+    {
+      "handle": "peg-norriss-wallcoverings",
+      "title": "Peg Norriss Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/flying-west-orange.jpg?v=1760724954",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/flying-west-orange-2.jpg?v=1760724954",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/flying-west-orange-3.jpg?v=1760724954",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/flying-west-2_a0433b42-2dc5-4f2f-8211-f428fee846d8.jpg?v=1776627433"
+    },
+    {
+      "handle": "phillipe-romano-all-wallcoverings",
+      "title": "Phillipe Romano - All",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CM105-2195_05d115f7-af59-4fbd-bd8f-16c7768d67d8.jpg?v=1774495216"
+    },
+    {
+      "handle": "phillipe-romano-essential-textures",
+      "title": "Phillipe Romano Essential Textures",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/cropped-1773881482817.jpg?v=1773881483",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/cropped-1773881488301.jpg?v=1773881489",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/2ca10204928dbea68a6967884358f2cd_b8c12961-f915-4b7b-9b0b-abc69bf80b8b.jpg?v=1745457369",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/12edb155a6a9af20515cc417f1d2caff_8be81f42-fabe-413a-8804-a0ce35f0ba9a.jpg?v=1776628093"
+    },
+    {
+      "handle": "phillipe-romano-exclusive",
+      "title": "Phillipe Romano Exclusive",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/Designer_Wallcoverings-PRN-972088.jpg?v=1663210164",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/Designer_Wallcoverings-PRN-972094.jpg?v=1663210172",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/104563_1_a96a2673-9f03-48f6-b85c-e5df2a9e4a29.jpg?v=1640713168",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO -",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/104562_2_45bcb57a-262e-45e4-8642-782cb1b82993.jpg?v=1776627533"
+    },
+    {
+      "handle": "phillipe-romano-fabrics",
+      "title": "Phillipe Romano Fabrics",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/1d1a0b7ed0abba9d97529c41d4062f6c.jpg?v=1734632242",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/1d1a0b7ed0abba9d97529c41d4062f6c.jpg?v=1781546865",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/6dd4c94425a10ce23ea6cb53a9d413a5.jpg?v=1734632244",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/e4a2a1e502187ba4650e797610a9eab3_6e20047c-70f6-47c9-8a48-1215d0240a5c.jpg?v=1774495617"
+    },
+    {
+      "handle": "phillipe-romano-flock",
+      "title": "Phillipe Romano Flock",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/PRNC-101603-roll.png?v=1615112576",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/PRNC-26102-roll-2.png?v=1614882214",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/PRNC-26102-roll-1.png?v=1614882214",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-PRNC-26701-sample.jpg?v=1776627551"
+    },
+    {
+      "handle": "phillipe-romano-outdoor-1",
+      "title": "Phillipe Romano Outdoor",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/9af08fd0d57d36af175ac85300093e7e.jpg?v=1572310577",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/b9b9fb875ba77294d239d0914989071e.jpg?v=1572310577",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/bbf479f149bb0f4717696809a606b6b9.jpg?v=1572310577",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/9af08fd0d57d36af175ac85300093e7e_38ce36c3-e53f-4983-9125-40c37f252c5c.jpg?v=1774495624"
+    },
+    {
+      "handle": "phillipe-romano-prints-1",
+      "title": "Phillipe Romano Prints",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/c51f7c841f3b2a436ae85d8b2b3c03d8.jpg?v=1572310152",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7037fd63d3e6c75c4a3f0a4b4acddb9d.jpg?v=1572310152",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/e17f492494755b679edae4c4ba6aa6cd.jpg?v=1572310152",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/9e32503c0dc09f5cf4102ff910db4523_607ad4ff-e555-4ad4-a0d6-7b0742a22239.jpg?v=1774495628"
+    },
+    {
+      "handle": "phillipe-romano-screen-prints",
+      "title": "Phillipe Romano Screen Prints",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TreeofLifeyellow_a2b0239d-d148-4397-9810-c85fc31987c7.png?v=1732588341",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/PF-02_70572c54-6c78-4dd1-a6bd-9aee4fc94458.png?v=1732590585",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AN-18_f8d5bdf7-aad1-4178-b4e8-2973f9e76862.png?v=1732590450",
+          "score": 2
+        }
+      ],
+      "last_vision": "gemini-http-400",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Bahar-Sand-for-website_16329c19-c33f-408b-b80b-9b910acd9236.jpg?v=1774040341"
+    },
+    {
+      "handle": "phillipe-romano-textures-vol-4",
+      "title": "Phillipe Romano Textures Vol. 4",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/a6315a3b91580d7d48f21c7ce79e3afe.jpg?v=1745458650",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/4b448376f09811c2906e12f5099df0fd.jpg?v=1745458648",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/4642d31eeea3202cb84191cf627f6904.jpg?v=1745458646",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/a6315a3b91580d7d48f21c7ce79e3afe.jpg?v=1774495787"
+    },
+    {
+      "handle": "phillipe-romano-ultimo",
+      "title": "Phillipe Romano Ultimo",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/GRS-800019_1.jpg?v=1631141319",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/GRS-800022_1.jpg?v=1631141328",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/GRS-800004_1.jpg?v=1631141264",
+          "score": 3
+        }
+      ],
+      "last_vision": "gemini-http-503",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w7615-01_dagpikpxt7lujlu0.jpg?v=1776627467"
+    },
+    {
+      "handle": "phillipe-romano-vinyls",
+      "title": "Phillipe Romano Durable Vinyl",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/16a255c65a92fc906a8d462233b16bb7.jpg?v=1572309793",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/2f2a912fee3124e8831c57ac8cb198a2.jpg?v=1572309793",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/3b83285897f7eb71b7631fabe1357f04.jpg?v=1572309793",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2bd76bfac054ded030ad269641d7c683_fa24e69e-f6f2-4ed3-b60d-fdd9c0708b2d.jpg?v=1776628233"
+    },
+    {
+      "handle": "phillipe-romano-vinyls-1",
+      "title": "Phillipe Romano Vinyls",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/16a255c65a92fc906a8d462233b16bb7.jpg?v=1572309793",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/2f2a912fee3124e8831c57ac8cb198a2.jpg?v=1572309793",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/3b83285897f7eb71b7631fabe1357f04.jpg?v=1572309793",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/16a255c65a92fc906a8d462233b16bb7.jpg?v=1774495209"
+    },
+    {
+      "handle": "phillipe-romano-wide-textures",
+      "title": "Phillipe Romano Wide Textures",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CM137-2663.jpg?v=1733889213",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CM122-2448.jpg?v=1733888702",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/CM122-2449.jpg?v=1733888699",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CM101-2132.jpg?v=1774039772"
+    },
+    {
+      "handle": "pierre-frey-wallcoverings",
+      "title": "Pierre Frey Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/DWC-206982-DesignerWallcoverings-Los-Angeles-1.png?v=1690501546",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/DWC-206983-DesignerWallcoverings-Los-Angeles-1.png?v=1690501548",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/les-feuillages-2.webp?v=1762138288",
+          "score": 2
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/les-feuillages-2.webp?v=1776627742"
+    },
+    {
+      "handle": "plum-aubergine-1",
+      "title": "Plum & Aubergine",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41501_72678357-7c0c-4722-a2a8-c2f73a6f6c79.jpg?v=1748380441",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21894_interior1.webp?v=1780557352",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/d960d8e8174a3e7b88e3e8338b4fab59.jpg?v=1776040979",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-http-503",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Bandeaux_RM_Nature_precieuse10.jpg?v=1776628514"
+    },
+    {
+      "handle": "primo-european-leathers",
+      "title": "Primo European Leathers",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/45535b7596e93be0cef2c097af146de1.jpg?v=1572309750",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/fbda037da76a48b0c76e743239c55e36.jpg?v=1572309750",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7974be08757c6239ecc318e20a1db15a.jpg?v=1572309750",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7974be08757c6239ecc318e20a1db15a_396fd84d-137d-42aa-90df-c4b705c70431.jpg?v=1774040274"
+    },
+    {
+      "handle": "primo-leathers",
+      "title": "Primo Leathers",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/45535b7596e93be0cef2c097af146de1.jpg?v=1572309750",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/fbda037da76a48b0c76e743239c55e36.jpg?v=1572309750",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/7974be08757c6239ecc318e20a1db15a.jpg?v=1572309750",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7974be08757c6239ecc318e20a1db15a_ab0e1655-fcf3-4216-b954-675a41a2a462.jpg?v=1774040276"
+    },
+    {
+      "handle": "quatrefoil-wallpaper",
+      "title": "Quatrefoil",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Maya-50495-DesignerWallcoverings-Los-AngelesMaya-Romanoff-Wallpaper-SL1-01-1551-1.jpg?v=1738861187",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/KALAMKARI_Angora_Wallpaper_52X50cm.jpg?v=1748367516",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/KALAMKARI_Citrus_Wallpaper_52X50cm.jpg?v=1748367514",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-Flock-7005-sample.jpg?v=1776627751"
+    },
+    {
+      "handle": "quick-ship-hospitality",
+      "title": "Hospitality Resource",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ea6483220f7fbe4983ce22802f25517e.jpg?v=1572310147",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/5e3ab1a45315236c9ba77bfef0d90ea2.jpg?v=1572310147",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/a6a73e91cae1a07c36a4a60b6e78dace.jpg?v=1572310147",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/53862597b5963c0d410d47ddaf99615b.jpg?v=1774494878"
+    },
+    {
+      "handle": "real-scala-silk",
+      "title": "Real Scala Silk",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/R18205_image2.png?v=1756326394",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/R18205_image1.png?v=1756326394",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_e41f98f8-4dd7-425c-8044-21e71d7b1827.jpg?v=1781986117",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/IMG_2487_68dcd122-23fa-4454-984f-0290a38a5256.jpg?v=1776628131"
+    },
+    {
+      "handle": "roberto-cavalli",
+      "title": "Roberto Cavalli",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/RobertoCavalliWallpaper_dwcollection_n_5.jpg?v=1587153685",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/RC21014_7705b8e2-6e22-4efb-a09b-aaff24309dcc.jpg?v=1743188122",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/RobertoCavalliWallpaper_dwrc17002.jpg?v=1587153574",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/RC21041_6aa787af-e64e-4250-9519-4f329360b60a.jpg?v=1776628016"
+    },
+    {
+      "handle": "sancar",
+      "title": "Sancar",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/download_454d6b27-3a45-4dab-a0b1-56ea45510d7f.jpg?v=1772172532",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/download_dac890bb-7d3f-4fc0-b883-0e484e9cb715.jpg?v=1772172538",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/download_53a211f2-d992-4036-b8ce-8b67b8a4afa2.jpg?v=1772172543",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/marburg-memento.jpg?v=1776433945"
+    },
+    {
+      "handle": "scalamandre-fabrics",
+      "title": "SCALAMANDRE",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/SC_0001ADRASPILL.jpg?v=1778530846",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HN_0004SDDK27334.jpg?v=1778530660",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HN_0001SDDK27334.jpg?v=1778530580",
+          "score": 2
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WH000013325_2494d341-1449-4b27-b442-4d2a367431c3.jpg?v=1776628182"
+    },
+    {
+      "handle": "scenic-wallcoverings",
+      "title": "Scenic Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Dig-5130216_black_c5eb4669-528f-40fc-9c9f-f3952973d08c.jpg?v=1756867929",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Alaya_Banyan_11530_Roomshot_Web_HR-fullscreen_b5d113af-c22e-4903-9203-e98c53ba98af.jpg?v=1770664367",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/4d5dfb07ee0a67a9d7d812b5990612bf.jpg?v=1776040911",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20319258_db078bf1-e360-47dd-9caf-3465cfe4fb1f.jpg?v=1776433839"
+    },
+    {
+      "handle": "scenics",
+      "title": "Scenics",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R21511_interior1.webp?v=1780557388",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20313_interior1.webp?v=1780557333",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20193_interior1.jpg?v=1780557401",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/journey-to-eden.jpg?v=1776628173"
+    },
+    {
+      "handle": "schumacher-trim",
+      "title": "Schumacher Trim",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/70643_a03bf060-f8c8-42e2-ab9a-dc23647d3e79.jpg?v=1774495680"
+    },
+    {
+      "handle": "sequin-wallpapers",
+      "title": "Sequin",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/GlitterWallsGLMG-9605_ffa33cae-e77c-4840-9442-9a742705c403.jpg?v=1650571949",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ScreenShot2023-07-03at11.00.58AM.png?v=1748366295",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Screenshot2026-05-27at12.55.58PM.png?v=1779911785",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/gz127_663e539a-bd80-435f-bdd5-e55316d1f2ac.jpg?v=1776628042"
+    },
+    {
+      "handle": "silk",
+      "title": "Silk Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/R18205_image2.png?v=1756326394",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/R18205_image1.png?v=1756326394",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_e41f98f8-4dd7-425c-8044-21e71d7b1827.jpg?v=1781986117",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/89115f2140d65bc1231c65e4bc5a59b3.jpg?v=1776433863"
+    },
+    {
+      "handle": "silver-wallcoverings",
+      "title": "Silver Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AH41500_85d892b0-f62f-4ede-b459-1cd9a02c2a42.jpg?v=1748380443",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105578_1_e3a1dddc-7b17-4b31-97e4-58c66bf7c0b4.jpg?v=1739205061",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/105449_1_f686579d-83da-4085-999c-7a5455844bf2.jpg?v=1739204993",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5013-sample-le-embossed-disco.jpg?v=1776433770"
+    },
+    {
+      "handle": "stacy-garcia",
+      "title": "Stacy Garcia",
+      "kind": "smart",
+      "reason": "no candidate images in any member product",
+      "member_image_count": 0,
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/KWC_SG34-07_MARBLE-HILL_23849ec9-f49b-40bd-8aac-997c9b35a9cb.jpg?v=1774040333"
+    },
+    {
+      "handle": "steve-abrams-studios",
+      "title": "Steve Abrams Studios",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/framed-canvas-_in_-white-8x10-front-67e0dafc8ecf5.jpg?v=1742789380",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/16611409878813780372_2048.jpg?v=1742242344",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/15545525187929159808_2048.jpg?v=1742242346",
+          "score": 0
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/colt-gun-a-blazing-steve-abrams_54377b5f-737d-4174-b47d-6f14b8e903b7.jpg?v=1776433911"
+    },
+    {
+      "handle": "steve-abrams-studios-1",
+      "title": "Steve Abrams Studios",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/framed-canvas-_in_-white-8x10-front-67e0dafc8ecf5.jpg?v=1742789380",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/16611409878813780372_2048.jpg?v=1742242344",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/15545525187929159808_2048.jpg?v=1742242346",
+          "score": 0
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/colt-gun-a-blazing-steve-abrams.jpg?v=1776433909"
+    },
+    {
+      "handle": "string",
+      "title": "String",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W3002_Tresses_Install_0_e2300b66-3d0f-4b11-9ee3-2b5da23b2191.jpg?v=1739996602",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W3002_Tresses_Install_0_5fa75647-fcc7-44b2-ac9e-b728572e6e28.jpg?v=1739996598",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/W3002_Tresses_Install_0_86976533-a0e2-4d45-a8da-4c7619479c79.jpg?v=1739996595",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/IMG_2487_7f26008a-3651-4ace-97ef-8bfe311c3d03.jpg?v=1774495093"
+    },
+    {
+      "handle": "stripe",
+      "title": "Stripe Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Dig-51197_12_inch.jpg?v=1756707105",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20931_interior1.webp?v=1780557358",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40104_e2c4898c-8298-418c-b41c-d9265d206520.jpg?v=1748378491",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c842035a205d5cfc8811e12a5649c43b_3edcae84-1f59-412b-9f2f-fc1cb9deca16.jpg?v=1776433764"
+    },
+    {
+      "handle": "stripe-collection-1",
+      "title": "Stripe Wallcovering Collections",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20931_interior1.webp?v=1780557358",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40104_e2c4898c-8298-418c-b41c-d9265d206520.jpg?v=1748378491",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40102_3381f483-8088-4073-9fa4-0c4a71ae2420.jpg?v=1748378493",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/A_FABLE_Evergreen_52x1000cm_WP30002.jpg?v=1776628609"
+    },
+    {
+      "handle": "stripe-plaid",
+      "title": "Stripes + Plaids",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Dig-51197_12_inch.jpg?v=1756707105",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20931_interior1.webp?v=1780557358",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R22024_interior1.jpg?v=1780557566",
+          "score": 5
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/db5f0db91bea1cb001af57da71070fb8.jpg?v=1776628603"
+    },
+    {
+      "handle": "stripes",
+      "title": "Stripes",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/R20931_interior1.webp?v=1780557358",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40104_e2c4898c-8298-418c-b41c-d9265d206520.jpg?v=1748378491",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN40102_3381f483-8088-4073-9fa4-0c4a71ae2420.jpg?v=1748378493",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/A_FABLE_Evergreen_52x1000cm_WP30002_6915c7a8-0d7f-4a7e-b1d3-17ecde86e60b.jpg?v=1776628606"
+    },
+    {
+      "handle": "sugarboo",
+      "title": "SUGARBOO",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Stacked_Animals_52x52cm_WP20277.jpg?v=1748368151",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Stripes_52x52cm_WP20278.jpg?v=1748368150",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Heart_Roll_A_B_C_WP20271.jpg?v=1748368158",
+          "score": 2
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Screenshot2024-09-25at10.27.38PM.png?v=1776627431"
+    },
+    {
+      "handle": "the-gardens-by-phillipe-romano",
+      "title": "Staff Favorites",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/MTG_403117_2_BROCADE_Powder.jpg?v=1616193917",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CHIMNEY_CAKE_Apple_52x50cm_WP20795_59097177-1ff1-4651-85ad-8e2ef112660a.jpg?v=1748367607",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CHIMNEY_CAKE_Blueberry_52x50cm_WP20796_0b3e3a88-2329-4f98-b2e0-c12a304237a1.jpg?v=1748367605",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20211215_095720.jpg?v=1776627820"
+    },
+    {
+      "handle": "the-kelly-wearstler-collection",
+      "title": "The Kelly Wearstler Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/GWP-3731_811.jpg?v=1753302584",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/GWF-3789_11.jpg?v=1753302582",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/GWP-3721_357.jpg?v=1753302663",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GWF-3758_118_1c353db7-1eff-4313-8a7f-09b7102c5168.jpg?v=1774495110"
+    },
+    {
+      "handle": "threads",
+      "title": "Threads",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/05375ca399069ace0d4b858e863b4cf6.jpg?v=1572309437",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/3ad7e9e10fc379bd4b8262f150f671b1.jpg?v=1572309437",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ScreenShot2022-06-20at11.28.48AM.png?v=1748366629",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/glitter-threads-fabric-wallcovering-white-silver-iris-swatch-spin.gif?v=1776627947"
+    },
+    {
+      "handle": "threads-wallcoverings",
+      "title": "Threads Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/EW15032_640.jpg?v=1753302892",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/EW15032_425.jpg?v=1753302895",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/EW15032_695.jpg?v=1753302890",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/EW15018_680_be24807a-38b3-4955-ad63-5ca67ba40f67.jpg?v=1776433893"
+    },
+    {
+      "handle": "tropicana-durable-textures",
+      "title": "Tropicana Durable Textures",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/surf-cloud_nine_ee1f87fa-a8de-451b-9dc8-c5a904c71a3b.jpg?v=1777481520",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/surf-cloud_nine_f5c952dd-f645-49a0-8635-e28d098a2d56.jpg?v=1777481061",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/surf-shark_island_36d1dd95-b7ef-4480-94da-8c24722e273e.jpg?v=1777481491",
+          "score": 0
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/f9e4d54530a31a9859518f0502ca985a.jpg?v=1776628150"
+    },
+    {
+      "handle": "turquoise",
+      "title": "Blue Green",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160561_alba-dark-blue-open-weave-wallpaper.jpg?v=1775164615",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160555_alba-evergreen-open-weave-wallpaper.jpg?v=1775164618",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/0160549_alba-turquoise-open-weave-wallpaper.jpg?v=1775164621",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/33255_1635_ccf4a54f-d367-4ed9-9b66-7dc7db2ed3e3.jpg?v=1776628597"
+    },
+    {
+      "handle": "type-2-commercial-wallcovering",
+      "title": "Type 2 Wallcovering Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73051-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775698046",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/3e5e57574fe8f69db8a2fb2e12fbcdcf.jpg?v=1572309434",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73053-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775698064",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/journey-to-eden_1541fbf4-b475-4cb3-b2ec-5526a2f5bea1.jpg?v=1776628248"
+    },
+    {
+      "handle": "type-2-durable",
+      "title": "Type 2 Durable",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60408_e43f2153-2a3e-4dfe-a7b5-61813ef5b96a.jpg?v=1748378556",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60430_d793a967-c535-4180-9a90-a96483d69aa5.jpg?v=1748378547",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TG60404_66a1aee6-2b21-449a-860d-e6cdf631d594.jpg?v=1748378565",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/DE522_4b1880ed-d18c-44b6-9980-876401ddd5d2.jpg?v=1776628164"
+    },
+    {
+      "handle": "type-2-wallpaper-collection",
+      "title": "Type II Commercial",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73051-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775698046",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73053-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775698064",
+          "score": 5
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/xvd-73033-allesandra-embossed-vinyl-type-ii-hollywood.jpg?v=1775697958",
+          "score": 5
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3fa90de5a75173afd6c3b3df45518928_b370a1d7-9aff-455b-b515-3bcc174389e7.jpg?v=1776628327"
+    },
+    {
+      "handle": "vahallan-wallcoverings",
+      "title": "Vahallan Wallcoverings",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/unearthed-roanoke.jpg?v=1761066856",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/rhythm-fluent.jpg?v=1761067947",
+          "score": 0
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/unearthed-saluda.jpg?v=1761064754",
+          "score": -1
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/unearthed-saluda.jpg?v=1774494637"
+    },
+    {
+      "handle": "vinyl-type-ii",
+      "title": "Vinyl Type II",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DE529__white.jpg?v=1775511857",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DE529.jpg?v=1775512462",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/DE527__black.jpg?v=1775511859",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/XHW-2010220-sample-clean.jpg?v=1776628781"
+    },
+    {
+      "handle": "wallpaper-nyc",
+      "title": "Wallcovering NYC",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/efd9459de110c2527c3bbde19c7329fb.jpg?v=1572309430",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/ad442185534c8d1ca4fc9cc26cae7c10.jpg?v=1572309430",
+          "score": 3
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/e5c19bacdbc63c8ae46f1cc3e3ad06b4.jpg?v=1572309430",
+          "score": 3
+        }
+      ],
+      "last_vision": "NO",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/efd9459de110c2527c3bbde19c7329fb.jpg?v=1774495433"
+    },
+    {
+      "handle": "zeuxis-parrhasius-europe",
+      "title": "Zeuxis Parrhasius Europe",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ScreenShot2024-05-24at10.46.34AM.png?v=1736211172",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ScreenShot2024-05-24at11.03.18AM.png?v=1736211180",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ScreenShot2024-05-24at11.28.24AM.png?v=1736211193",
+          "score": 2
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2024-05-24at11.21.18AM.png?v=1776433931"
+    },
+    {
+      "handle": "zeuxis-parrhasius-wallpaper-collection",
+      "title": "Zeuxis Parrhasius Wallcovering Collection",
+      "kind": "smart",
+      "reason": "no member image passed vision (all top-3 are swatch/flat)",
+      "shortlist": [
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ScreenShot2024-05-24at10.46.34AM.png?v=1736211172",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ScreenShot2024-05-24at11.03.18AM.png?v=1736211180",
+          "score": 2
+        },
+        {
+          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/ScreenShot2024-05-24at11.28.24AM.png?v=1736211193",
+          "score": 2
+        }
+      ],
+      "last_vision": "gemini-err: 'parts'",
+      "had_existing": true,
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Screenshot2024-05-22at8.44.21AM.png?v=1776627893"
+    }
+  ],
+  "already_good": [
+    {
+      "handle": "coastal-haven",
+      "title": "Coastal Haven",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LN40512-A_d9377bfa-f59d-462c-bfcf-c3143d90f61a.jpg?v=1776627493",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "even-more-textures",
+      "title": "Even More Textures",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TS82103-A_08850600-60a2-4390-8d44-c9a93b31402e.jpg?v=1776627490",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "gaston-libreria",
+      "title": "GASTON LIBRERIA",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/papel_pintado_gastonydaniela_trellis_blanco_azul_raquel_gonzalez_interiorismo_decoracion-150x150_5ea64e13-9d57-4de1-979c-7d9e049509f5.jpg?v=1774040184",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "living-with-art",
+      "title": "Living with Art",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LW51116-A_27f46026-e187-4982-9458-786496e3d400.jpg?v=1776627503",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "malibu-knits",
+      "title": "Malibu Knits",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PhillipJeffriesLogo_6f09efd8-39c3-4300-9423-055a83fe7af0.png?v=1774494664",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillipe-romano-asian-essence",
+      "title": "Phillipe Romano ASIAN ESSENCE",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WOS3471_WT_ba85ae6e-2aef-4f79-8bec-e8d28a5c4f34.jpg?v=1774040611",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillipe-romano-barclay-butera-distinctive-walls",
+      "title": "Phillipe Romano BARCLAY BUTERA DISTINCTIVE WALLS",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WDW2143_WT_27933f53-e915-48b9-8e6d-2e56c189a85e.jpg?v=1774040802",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "phillipe-romano-elegant-silks",
+      "title": "Phillipe Romano ELEGANT SILKS",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WSW4807_WT_de250931-23f9-45bf-8a5d-758fe8d3862a.jpg?v=1774040438",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillipe-romano-elegante",
+      "title": "Phillipe Romano Elegante Collection",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WTE6045_WT_f0f33024-2f0e-40f1-bbad-53ae3f2c721c.jpg?v=1774040317",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "phillipe-romano-enlightenment",
+      "title": "Phillipe Romano - Enlightenment",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Phillipe_Romano_Wallcovering_PRW_920396_60247b3a-7765-41b1-beb1-e000288ed220.jpg?v=1774494275",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "phillipe-romano-flocked-velvet-wallpaper",
+      "title": "Phillipe Romano Flocked Velvet",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fab574116079118731086944f96b387a_70376a38-7546-4786-aa9f-01d250f0de0c.jpg?v=1776627694",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "phillipe-romano-natural-resouces-vol-1",
+      "title": "Phillipe Romano NATURAL RESOUCES VOL 1",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WNR1137_WT_acb74a64-a89f-4429-b224-11604da757e4.jpg?v=1774040328",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillipe-romano-screen-printed-fabric",
+      "title": "Phillipe Romano Screen Printed",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/KA-07_80623b41-00b1-4b2f-a764-93d670717774.jpg?v=1774040522",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillipe-romano-serenity",
+      "title": "Phillipe Romano SERENITY",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WSE1275_WT_16a2b866-31b5-434b-8d81-aa1b02abc378.jpg?v=1774040685",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillipe-romano-simply-sisal",
+      "title": "Phillipe Romano SIMPLY SISAL",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WSS4554_WT_b7e32126-e35c-4741-808d-49a184e3b364.jpg?v=1774040430",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "sarah-rowland-wallpaper-collection",
+      "title": "Sarah Rowland Wallcovering Collection",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/MAX_ROOMSET_SRD-MAX-01__SARAH_ROWLAND_FOR_KOROSEAL.jpg?v=1774040355",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "ultrasuede",
+      "title": "Ultrasuede\u2122",
+      "kind": "custom",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Ultrasuede_DesignerWallcoverings_5538-5709.jpg?v=1776627617",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "1838-wallcoverings",
+      "title": "1838 Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2008-146-03-Ripple-Blue-Dusk-scaled_e4c020e3-d080-49ec-8b01-a7c3e592ceb4.jpg?v=1779282003",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "animal-wallpaper-collection",
+      "title": "Animals Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lDyRMxkKMg03WeBwyh4B6z9PddMyrJMAGEGIQAYP_5e00dd86-3f51-46e3-a5c8-953f327b7ec2.jpg?v=1776628566",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "armani-casa-wallcoverings",
+      "title": "Armani Casa",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Montmartre_9222-room_13b38982-4c40-483f-afc0-7429a2435ac1.jpg?v=1776627915",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "art-nouveau-wallpaper",
+      "title": "Art Nouveau",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/50868088b2e1032b0a0f49706fc6ec5c_ff2f9577-dfa0-4af4-b6f8-59dba3daed43.jpg?v=1774040061",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "arte-international",
+      "title": "Arte International",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/EssentialsLesNaturels_ReverieTropicale_26771_Roomshot_Web_LR-fullscreen_0affad57-0e90-45df-b179-be6bcd39474b.jpg?v=1776628221",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "as-creation-wallcoverings",
+      "title": "AS Creation Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/as-creation-pintwalls-2_ee5f95ba-cade-4c34-842c-05068de81ef6.jpg?v=1776627758",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "as-seen-in-showrooms",
+      "title": "As Seen in Showrooms",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-office-Flock-777_5d645c1f-b5c1-4f41-9e00-9c4776f353e1.jpg?v=1776627560",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "authentic-1940s-reproduction-vintage-wallcoverings",
+      "title": "1940's Vintage",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2023-10-04at1.34.34PM_7bf17934-ece3-43bb-85ae-814af53eafa0.png?v=1776628710",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "authentic-1970s-reproduction-vintage-wallcoverings",
+      "title": "1970's Vintage",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/DIG_740036_f533e5bf-66bd-4a83-bf72-5b37e1c410ab.jpg?v=1774039919",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "baker-lifestyle",
+      "title": "Baker Lifestyle Fabrics",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PF50297_170_f25a9e8e-2e5f-4e91-a3b9-98ea3d609efc.jpg?v=1774040064",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "baker-lifestyle-1",
+      "title": "Baker Lifestyle",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LB50064_659_6ef2270f-65d8-4bd2-85d5-a44ec56b7e25.jpg?v=1774040067",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "bespoke",
+      "title": "Bespoke",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/140646_ROOMSET_ETHEREAL_2520MARBLE_2520GOLDEN_01__57861.1769776890.jpg?v=1776628262",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "birds",
+      "title": "Birds and Fowl",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/768728c53535e9159f8a0d9b0115ec64_d1cbd178-db67-46b4-9c58-6b90b503cd34.jpg?v=1776628313",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "blue-wallcoverings",
+      "title": "Blue Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/768728c53535e9159f8a0d9b0115ec64.jpg?v=1776433812",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "blue-wallpaper",
+      "title": "Blue Wallcovering Collections",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CopyofGleamingGlambeadsDeepBlueGlassBeadWallpaper.jpg?v=1776628673",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "bohemian-wallpaper",
+      "title": "Bohemian",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/balancing-act-nightfall_568e3b64-06ca-46dc-b876-7a27be95590b.jpg?v=1774039901",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "brewster-wallcoverings",
+      "title": "Brewster",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/0013702_june-blue-heritage-tin-star-border.jpg?v=1774039952",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "brewster-york",
+      "title": "Brewster & York",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AC9165ex_650x_716b1a89-6e14-46ce-a5f1-e60839b7df53.jpg?v=1776627729",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "candice-olson-collection-1",
+      "title": "Candice Olson Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/34095_16_3fc0a854-f26d-4524-9241-30f8120fad8a.jpg?v=1776627936",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "carlisle-and-company-wallcoverings",
+      "title": "Carlisle & Co.",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WCC_LX1026_AbacaHorizon_Anchor_1000x_f39a7b5e-25da-45de-b984-91fa1215b8cf.jpg?v=1776627482",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "catchii-european-wallpaper",
+      "title": "Catchii European",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Catchii-behang-Animal-stripes-beige_70361cb9-50f0-4183-b17e-0aa0c229b2e8.jpg?v=1776627562",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "champs-elysees-chenille",
+      "title": "Ralph Lauren Fabric",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2022-11-02at11.57.50AM_3d248ddd-585b-450d-a7d3-21bb8a422dea.png?v=1776627725",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "chenille-fabric",
+      "title": "Chenille",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/37125_51_486c4d4e-9b24-4d7b-a46a-f0aad7425db0.jpg?v=1776628386",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "chevron-herringbone-wallpaper-collection",
+      "title": "Chevron & Herringbone Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/3c2ac84cbe04bbe26d7c388b57ed702c.jpg?v=1776628228",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "china-seas",
+      "title": "China Seas",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CHINA_SEAS_WALLPAPER_DWC_777300_Sigourney-Small-Scale-Taupe-on-White-2475WP-00_jpg_7944410f-c027-4eec-8ada-1778898c6e0a.jpg?v=1774039739",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "chinoiserie",
+      "title": "Chinoiserie Murals",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/768728c53535e9159f8a0d9b0115ec64_94e48856-4063-4e24-95fe-95f8489358d2.jpg?v=1776628307",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "chinoiserie-collection",
+      "title": "Chinoiserie Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CH-150-MS-4T_0eff34be-5184-496d-bc32-cc4bcb623911.jpg?v=1776628310",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "circles",
+      "title": "Circles",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/50994796154a8a5a604e938c17070f4c.jpg?v=1776433915",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "coastal",
+      "title": "Coastal Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/heavy-madagascar-natural.jpg?v=1776433776",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "coastal-nautical-1",
+      "title": "Coastal & Nautical",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/33255_1635_d3f06385-f090-459c-92fe-c7cc519c12da.jpg?v=1776628594",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "cole-sons",
+      "title": "Cole & Son Imported Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/109_11052_CS_26c0ee26-cbfb-4f53-8649-4b3b1cad8a67.jpg?v=1776627784",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "commercial-featured",
+      "title": "Featured Commercial",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2023-08-08at7.24.44AM.png?v=1776628497",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "daisy-bennett-wallcoverings",
+      "title": "Daisy Bennett Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/db10210_e27b0437-b0a0-4a0a-98c6-369cb4689224.jpg?v=1774494292",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "damasks-1",
+      "title": "Damask",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ZPHA312620_1_ZOW0035_03_ZOFFANY_Acantha_WALLPAPER_14cb.jpg?v=1776628155",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "decoglass-wallpaper",
+      "title": "Art Deco",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/104299_ROOMSET_01__38109.1769761676.jpg?v=1776628447",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "designer-artist-series",
+      "title": "Design Artist Series",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/969d76916567772a7666d85a694c358c.jpg?v=1774494781",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "dolce-gabbana-casa-wallcoverings",
+      "title": "Dolce & Gabbana Casa Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TCW007TCAI9UL003.jpg?v=1774494267",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "dresses-phillipe-romano",
+      "title": "Dresses | Phillipe Romano",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PhillipJeffriesLogo_57384dd4-d4e3-4eee-a57f-1c8512b30521.png?v=1774495136",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "dw-bespoke-studio-wallpaper-collection",
+      "title": "DW Bespoke Studio To Go",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/DIG_740036_235b3388-a49e-4285-ba09-fcc378dcf8fa.jpg?v=1776627853",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "dw-bespoke-studios",
+      "title": "DW Bespoke Studios",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Screenshot2024-04-01at9.05.20AM_9f8794b8-250d-4b7c-990e-04820994fed8.png?v=1774494983",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "dw-home",
+      "title": "DW Home",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/11859580-dig-762171-chibabay-redblack-by-designerwallcoverings_19.jpg?v=1776433722",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "elitis-wallcoverings",
+      "title": "Elitis",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/outdoor-tribus-wall-grasscloth-rm-1083-42-0022b1f368c5a97e9cdd4ebc0c_1cfc14b5-67b2-49fe-aabf-6e184492a459.jpg?v=1774040150",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "emiliana-parati-wallcoverings",
+      "title": "Emiliana Parati Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/emiliana-parati-valentin-yudashkin-5-2_f039c9ca-a6f5-40f5-a8cd-0ee6de322827.jpg?v=1776627444",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "equestrian-collection",
+      "title": "The Equestrian Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Vintage_Wallpaper_Reproduction1952_Dig-5211109.jpg?v=1774495114",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "et-cie",
+      "title": "Et Cie",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CH-150-MS-4T_d8e405a2-c198-4d5b-b4a8-b3e3344f7a36.jpg?v=1776628179",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "et-cie-wall-panels",
+      "title": "Murals, Chinoiserie & Scenics",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PN-300-VA-13T_649x474_5e483720-5082-4efe-a10b-2b2cae26a061.jpg?v=1776628333",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "farmhouse-wallpaper",
+      "title": "Farmhouse",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AT7910_4e60ec1a-03c7-4d86-86c7-7049582adfe1.jpg?v=1776628225",
+      "heuristic_score": 2
     },
     {
-      "handle": "elements-ii-naturals",
-      "title": "ELEMENTS II NATURALS",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W4065_111_862bbd60-3168-4273-8844-f4903bfc81d1.jpg?v=1753321418",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W4013_86_1e712722-15d2-440b-9f64-84411f60fa51.jpg?v=1753321469",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3978_101_08949f84-2e15-4820-8527-77d95bff22d4.jpg?v=1753321883",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W4030_1_6f34e8fa-d309-4354-8817-85a31f7b782c.jpg?v=1774040344"
+      "handle": "faux-leather",
+      "title": "Faux Leather Upholstery",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2023-08-08at7.24.44AM_b19698c0-5caa-4b38-8732-9dd65b52367f.png?v=1776628500",
+      "heuristic_score": 2
     },
     {
-      "handle": "gaston-nuevo-mundo",
-      "title": "GASTON NUEVO MUNDO",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Wallcoverings-MM-March2026-V2_f016c9e8-74c4-4f71-b474-c3d3245f08a7.jpg?v=1781987867",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/CoreyDamenJenkins-MM-March2026_19b90fd3-ebf9-4bd2-8403-4bb51e08baac.jpg?v=1781987867",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/Digital-Library-MM-March2026_1_c758e708-cc55-4d2b-8d09-b65b256b6556.jpg?v=1781987866",
-          "score": 2
-        }
-      ],
-      "last_vision": "NO -",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GDT5566_002_d3fb549f-4240-40f0-bfcb-f0fa9c112fc1.jpg?v=1774040256"
+      "handle": "fentucci",
+      "title": "Fentucci",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2022-01-10at4.27.40PM.png?v=1774494203",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "fentucci-fabrics",
+      "title": "Fentucci Fabrics",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ACUTE_30J8941-01_6273cba9-3cec-45b9-b26a-a120b8539312.jpg?v=1776627944",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "fentucci-wallpaper",
+      "title": "Fentucci Wallcovering",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Blue_Wild_Meadow_23fe1cd8-8369-43cd-9e1b-2996068281b3.jpg?v=1776628340",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "fentucci\u2122",
+      "title": "Fentucci",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2666bc189193c00fd5eb8cdca54b10b3.jpg?v=1776628344",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "fine-paintables-by-phillipe-romano",
+      "title": "Fine Paintables by Phillipe Romano",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Lincrusta-Wallcovering-RD1956FR-3-Amelia-bathroom-shot.jpg?v=1776627459",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "fine-paper",
+      "title": "Paperweave",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/SG6039.jpg?v=1776627711",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "flocked-velvet-wallpaper-collection",
+      "title": "Flocked Velvet Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/69a302b51d3ed05446036615c680c285.jpg?v=1717447671",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "glass-bead",
+      "title": "Glass Bead",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7a92cc1b3a4206f2236b2c4f864d5105_096421f6-e773-4beb-b222-61c867b572a4.png?v=1776628060",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "glitter-walls",
+      "title": "Glitter Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GlitterWallsGLM-9315_585684d7-3224-4d0c-b37d-5d169b99b76a.jpg?v=1776627677",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "glitter-walls-1",
+      "title": "Glitter Walls",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/gz127_e352e6e4-5032-4ed7-8bb7-1140f75b5387.jpg?v=1776628054",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "gold-wallpaper",
+      "title": "Gold Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Chameleon_Tile_26x26in_JUICY2_79dbaed4-0423-4e00-a3c1-5712ea5566e4.jpg?v=1774494227",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "graham-and-brown-exclusive-wallpaper",
+      "title": "Graham and Brown",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/115361rol_ROOMSET_01.jpg__07861.1769698877.jpg?v=1776627847",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "grasscloth",
+      "title": "Natural Grasscloth",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/w3036-21.jpg?v=1776628625",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "grasscloth-wallpaper-collection",
+      "title": "Grasscloth Wallcovering",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/abaca-tight-woven-grass-abaca-grs-43020-living_room.jpg?v=1776628647",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "grasscloth-wallpapers",
+      "title": "Grasscloth Wallcovering Collections",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/abaca-tight-woven-grass-abaca-grs-43020-dining_room.jpg?v=1776628402",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "gray-wallcoverings",
+      "title": "Gray Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fab574116079118731086944f96b387a.jpg?v=1776433767",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "greek-key-wallpaper",
+      "title": "Greek Key",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/53aadeba49c428da2454517fe056c0a7.jpg?v=1776627969",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "green-wall-textures",
+      "title": "Green Wall Textures",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2a45ebc332c1f7e896e5aa7e4133c172.jpg?v=1776627456",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "green-wallcoverings",
+      "title": "Green Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/VER-43253.jpg?v=1776433744",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "grey-silver",
+      "title": "Grey Wallcovering Collections",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fab574116079118731086944f96b387a_8f4423c4-0e21-4d29-9ab3-d804590336c2.jpg?v=1776628640",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "grey-wallcovering",
+      "title": "Grey Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fab574116079118731086944f96b387a_7aa4e965-9cf1-4029-bdc4-c264d911b667.jpg?v=1776628708",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "holland-and-sherry",
+      "title": "Holland and Sherry",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/DWC-256046-DesignerWallcoverings-Los-Angeles-1_a5243fc8-8c5f-40e8-99c7-be1dda9d1ea6.jpg?v=1776433943",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "hygge-west-wallcoverings",
+      "title": "Hygge & West Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2021-10-08at11.12.51AM.png?v=1776627708",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "ikat-wallpaper",
+      "title": "Ikat",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/DBW8002-A_ab7f74d3-ac35-4057-a40c-7fae6f38b4ce.jpg?v=1776628032",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "innovative",
+      "title": "Innovative",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7a92cc1b3a4206f2236b2c4f864d5105_7dfb1cba-205c-4e8d-8cdb-4a8e9b15ae22.png?v=1776628051",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "japonisme-wallpaper",
+      "title": "Japonisme",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/aab68be9e31e669d06b49aabac772adf.gif?v=1776627988",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "kids-wallpaper",
+      "title": "Children's Wallcovering Collections",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/In_the_Undergrowth_95201c59-34e6-46da-9834-2d4f337a66bf.jpg?v=1776628547",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "lattice",
+      "title": "Lattice Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/sexy-sequin-wallcovering--silver-mirror_161dfd81-3134-498e-a6cf-9f7188cf989b.jpg?v=1776433799",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "laura-ashley",
+      "title": "Laura Ashley",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2022-07-22at11.27.50AM.png?v=1776627610",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "leaf-pattern-wallpaper",
+      "title": "Leaf",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/884ea8394e4d6d3574bb0d7860129104_71c9a88d-1cba-4f8b-9d32-5af09e48f2cb.jpg?v=1776628373",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "linen",
+      "title": "Linen Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fab574116079118731086944f96b387a_47f726bb-b0ee-4ef9-899b-aba46378337f.jpg?v=1776433796",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "luxuria-fine-textile-wallcoverings-by-phillipe-romano",
+      "title": "Luxuria Fine Textile Wallcoverings by Phillipe Romano",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/desima_room.jpg?v=1776627884",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "m-o-wallpaper-brands",
+      "title": "M-O",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/MW100-01-abaca-alabaster_02_dcc52a77-b56e-4ec9-92b4-d04a151e4cf6.jpg?v=1776628585",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "madagascar-cloth",
+      "title": "Madagascar Raffia Wallcovering | Mill Direct",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Phillipe_Romano_Milano_Madagascar_20016_Madagascar-Set10_1_1.jpg?v=1776628582",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "madagascar-walls",
+      "title": "Madagascar Walls",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/heavy-madagascar-natural_f884290f-c8e2-4567-a9ca-7ae657aea6cd.jpg?v=1776433883",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "malibu-wallpaper",
+      "title": "Malibu",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AH40905_91979b3e-9192-40c2-9a85-0d3cc9d6c461.jpg?v=1776627902",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "malibu-walls-1",
+      "title": "Malibu Wallcovering Collection | Budget Friendly",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TS81802-A.jpg?v=1776627596",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "marburg",
+      "title": "Marburg",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/marburg-loft-superior-2.jpg?v=1776627602",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "marimekko-exclusive-wallcoverings",
+      "title": "Marimekko Exclusive Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/23367X_97020014-5f2b-47a5-8263-c8749a926a72.jpg?v=1776627592",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "mark-alexander",
+      "title": "Mark Alexander",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/MW139-02-abac-patchwork-wallcovering-gris_01_1a4fd18b-fa68-49d0-bc05-37ca212b1523.jpg?v=1776627567",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "maximalist-wallpaper",
+      "title": "Maximalist",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Showgirls_MetallicPink_Black.jpg?v=1776627966",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "medallion-wallpaper",
+      "title": "Medallion",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/d52faced84a1aa136bf23de00017adf7_f86f4c9f-3359-410d-a274-bdaa5c4ef046.jpg?v=1776628019",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "mediterranean-wallpaper",
+      "title": "Mediterranean",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/MTG_403567_WP20055_-_Rufous_Tile_9ac90288-6c5a-4126-8501-cab11861e4ee.jpg?v=1776627754",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "metallic-vinyl",
+      "title": "Metallic Vinyl Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fab574116079118731086944f96b387a_f464f487-72e7-4814-aab5-643d66db211f.jpg?v=1776628048",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "metallic-wallpaper-collection",
+      "title": "Metallic",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GleamingGlambeadsWhiteandSilverGlassBeadWallpaper.jpg?v=1776628432",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "metallic-wallpaper-collections",
+      "title": "Metallic Wallcovering Collection| Designer",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/aforestfir_room_5cc7060f-0dfb-4ca2-bd46-e578c1240b84.jpg?v=1776628493",
+      "heuristic_score": 5
+    },
+    {
+      "handle": "mica",
+      "title": "Mica Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/86c999e57ca94ffa6d42d7b55020cc1c.jpg?v=1776433891",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "milton-and-king",
+      "title": "Milton & King",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/great-oak-wallpaper-2.jpg?v=1776627542",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "murals",
+      "title": "Murals",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CH-150-MS-4T_022a31e3-3a30-4739-acfd-24975b4cb193.jpg?v=1776628337",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "mylar-wallpaper",
+      "title": "Mylar",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/csm_Avenir-Room-A204-323-15NL_fb0de2cbd8_fe26c6eb-a874-45cf-a153-f29c06422ece.jpg?v=1776628035",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "natural-paint",
+      "title": "Natural Paint",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/8628cb0b4037fea81c1544f85021859b_22e4706d-e231-4496-82bc-2e4d7a7884fa.jpg?v=1774495687",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "natural-paint-1",
+      "title": "Natural Paint",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c7ee6b6518ea1c535e2461b3b45bf226.jpg?v=1776433933",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "neoclassical-wallpaper",
+      "title": "Neoclassical",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c70373312343c03fb40ed419463606ed.jpg?v=1776627761",
+      "heuristic_score": 3
     },
     {
-      "handle": "grasscloth-6",
-      "title": "Grasscloth 6",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T19600_05a5d79e-6d87-4a85-b5d1-e4d949c35a51.jpg?v=1781202600",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T19602_05477fe1-50d1-4fa8-b5ec-f23c50e31727.jpg?v=1781202597",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T19601_302c6c24-4736-49ae-a814-649ae664e1b2.jpg?v=1781202598",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/GrassclothResource6-ClarksonWeave-slate_1187464d-ad5e-4deb-b562-acf8f70dbca5.jpg?v=1776627523"
+      "handle": "newmor-wallcovering",
+      "title": "Newmor Wallcovering",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/NEWMOR_175a390f-0620-4d31-a290-4fed77565799.jpg?v=1774495586",
+      "heuristic_score": 2
     },
     {
-      "handle": "hollywood-sunset-collection",
-      "title": "Hollywood Sunset Vinyl Collection",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/hwc-61065-sample-ala-gonza-vinyl-hollywood-wallcoverings.jpg?v=1775697366",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/hwc-61067-sample-ala-gonza-vinyl-hollywood-wallcoverings.jpg?v=1775697382",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/hwc-61068-sample-ala-gonza-vinyl-hollywood-wallcoverings.jpg?v=1775697390",
-          "score": 2
-        }
-      ],
-      "last_vision": "NO -",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/cassina-swatch-CAS124-700x685_f59ef1cc-cd3c-41b3-8c0e-7e4668a7ec3a.jpg?v=1776627452"
+      "handle": "newmor-wallcoverings",
+      "title": "Newmor",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/NEWMOR_82391b06-04ec-4393-b48a-97e322ed4cf4.jpg?v=1776433904",
+      "heuristic_score": 2
     },
     {
-      "handle": "hollywood-vinyls-vol-2",
-      "title": "Hollywood Vinyls Vol. 1",
-      "kind": "custom",
-      "reason": "no candidate images in any member product",
-      "member_image_count": 0,
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/y23ngTCCBREaaVc1jNMJxO7StaEZ3hJSBqaGEqsg_4252d34c-9c84-4e6c-858b-56b0e3375454.jpg?v=1774493720"
+      "handle": "novelty-wallpaper-collection",
+      "title": "Novelty Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/5005032-2.jpg?v=1776628287",
+      "heuristic_score": 2
     },
     {
-      "handle": "kismet",
-      "title": "Kismet",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T16232_3b0ac8eb-1936-4af8-84ab-2680201ce172.jpg?v=1781203434",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T16229_3c309572-621c-41d9-8610-1ccaf9586bdd.jpg?v=1781203437",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/T16231_b5cf6338-9d10-4ba5-9b63-1e7b1ded6066.jpg?v=1781203435",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/T16241_349d16aa-dd04-4629-bbad-c72194379240.jpg?v=1776627648"
+      "handle": "paintable",
+      "title": "Paintable Texture",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Lincrusta-Wallcovering-RD1956FR-3-Amelia-bathroom-shot_b9dfa7ba-b379-473e-ab5c-6d9c867995a3.jpg?v=1776627674",
+      "heuristic_score": 2
     },
     {
-      "handle": "lillian-august-grasscloth-binder",
-      "title": "Lillian August Grasscloth Binder",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN11852_758533d3-c4a4-4be1-a4f6-c5f178ce8f9a.jpg?v=1748379591",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN11840_c747b3f7-461d-4acc-8d64-4ea0765e1a2f.jpg?v=1748379609",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LN11812_0557adeb-2f54-4089-a255-1c7af7636800.jpg?v=1748379668",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LN11891_a544837f-9aad-4628-b0c8-48ec762172f7.jpg?v=1774040389"
+      "handle": "paisley-wallpaper",
+      "title": "Paisley",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/c77e04e1260f745f78f19fb5d6583e8a_3243fe58-4720-4dc5-9576-ad0d46258b5d.jpg?v=1776628170",
+      "heuristic_score": 2
     },
     {
-      "handle": "lizzo-1",
-      "title": "LIZZO",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LZW-30193_01_dfd01334-8638-48cc-a177-390b80811fe7.jpg?v=1753290967",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LZW-30193_03_8d31dc30-e654-4431-95a5-2184731aba8d.jpg?v=1753290966",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LZW-30193_06_7153e136-13b8-43b9-a464-d5ecb70ab91b.jpg?v=1753290964",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LZW-30181_06_9a70d189-80a1-4a95-b8e4-e8ef2106d224.jpg?v=1774040347"
+      "handle": "paper",
+      "title": "Paper Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fab574116079118731086944f96b387a_7b2c88ee-1c06-4063-8756-7fb533746e9a.jpg?v=1776433805",
+      "heuristic_score": 2
     },
     {
-      "handle": "lorenzo-castillo-iv",
-      "title": "LORENZO CASTILLO IV",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/tela_adelaida_gastonydaniela_flores_lorenzocastillo_tapiceria_salon.jpg?v=1738181239",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT5486_001_7a3ce0b0-3f9c-428d-a8da-ec7a60ac2a12.jpg?v=1738181240",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT5462_001_a2610f5f-f612-4049-9922-2158cf042a97.jpg?v=1738181301",
-          "score": 0
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LCW5469_009_4d983f59-580f-4e95-8023-5967cec36540.jpg?v=1774040402"
+      "handle": "papis-lovejoy",
+      "title": "Papis Loveday Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Screenshot_2025-10-22_at_10.49.24_AM.png?v=1761155391",
+      "heuristic_score": 2
     },
     {
-      "handle": "lorenzo-castillo-v",
-      "title": "LORENZO CASTILLO V",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT1031_001_b2ff8bb0-e347-44f4-b3f5-0c30db2193f3.jpg?v=1726202180",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT1028_004_65843284-527c-4141-b9dc-af64b6840b6d.jpg?v=1726202138",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/LCT1028_002_e6d8b464-c988-4ae9-a79a-15e338e9b573.jpg?v=1726202131",
-          "score": 0
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LCW1018_002_cee0c2d1-8ef9-41ae-88af-925751a16f6c.jpg?v=1774040212"
+      "handle": "pattern-design-lab-2",
+      "title": "Pattern Design Lab",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ribbon_room_setting.jpg?v=1776627830",
+      "heuristic_score": 5
     },
     {
-      "handle": "phillipe-romano-barclay-butera-plains",
-      "title": "Phillipe Romano BARCLAY BUTERA PLAINS",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBB5007P_WT_dc11dff7-d931-4c39-a74a-622a3bffbc19.jpg?v=1753320576",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBG5120_WT_1f35cf6c-4cd4-410e-a53c-29df631c0e55.jpg?v=1753320459",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBG5122_WT_644809b1-f6fe-473d-b75e-b690304688a1.jpg?v=1753320454",
-          "score": 0
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WBG5141_WT_706de702-670a-49a7-9f1e-8eb6cd151546.jpg?v=1774040909"
+      "handle": "paul-montgomery",
+      "title": "Paul Montgomery",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Updated_Roomset_-_Derbyshire_Antiqued__33744.1710169007.jpg?v=1774039765",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-barclay-living-in-style",
-      "title": "Phillipe Romano BARCLAY LIVING IN STYLE",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBP10310_WT_9b421d96-f1f9-42ec-a6f5-022cbba9d625.jpg?v=1753320370",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBP10302_WT_f7b5b347-ac75-4b19-8fdf-0c3fba8a8cff.jpg?v=1753320375",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WBP10305_WT_e05f8cc6-058e-460e-ab99-5c31080316dd.jpg?v=1753320373",
-          "score": 0
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WBP11008_WT_d72655c1-176d-4442-9c9c-33b64fad8108.jpg?v=1774040588"
+      "handle": "paul-montgomery-all-products",
+      "title": "Paul Montgomery - All Products",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Adriana_Roomet2_1090px_x_1090px__22815.1710169005.jpg?v=1776628721",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-classic-elegance",
-      "title": "Phillipe Romano CLASSIC ELEGANCE",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WNS5584_WT_421e47f0-f5c9-4360-9d4a-ff439d0d908c.jpg?v=1753317903",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WNS5586_WT_d992d9f0-b0b7-4d26-b674-3899c87182a7.jpg?v=1753317898",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WNS5571_WT_e5717102-14f0-4979-947b-79c47e352fce.jpg?v=1753317934",
-          "score": 0
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WNS5594_WT_a830c30d-c4e8-40ed-ae3f-8db0e2246868.jpg?v=1774040368"
+      "handle": "paul-montgomery-murals",
+      "title": "Paul Montgomery Murals",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Updated_Roomset_-_Derbyshire_Antiqued__33744.1710169007_27811bb9-a855-4d53-8fb3-853b63f2c8db.jpg?v=1776627575",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillip-jeffries-wallcoverings",
+      "title": "Phillip Jeffries",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PhillipJeffriesLogo_f8459056-7213-4f6a-9fda-edd8907545fa.png?v=1774039588",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillipe-romano-faux-leathers-upholstery-more",
+      "title": "Phillipe Romano Faux Leathers Upholstery & More",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/f781f66f04620d7619aca4a3776c1524.jpg?v=1776627976",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillipe-romano-grasscloth",
+      "title": "Phillipe Romano Grasscloth",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/8e4ee00065405fb6f9ca6197a378dc6b.jpg?v=1774494711",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "phillipe-romano-type-2-vinyls",
+      "title": "Phillipe Romano Type 2 Vinyls",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Phillipe_Romano_Wallcovering_PRW_920340_2536aa47-0532-4fdc-9355-7cf1cca0d74e.jpg?v=1776627607",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "pink-wallcovering-2",
+      "title": "Pink Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/114324_ROOMSET_01__39015.1769761143.jpg?v=1776628520",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-faux-leather",
-      "title": "Phillipe Romano - Faux Leather",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TWI-001_ee10e753-3fa5-4e2f-bf1c-de6b1e0bba98.jpg?v=1740076875",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/TR-VT-01_0f374878-69d0-4656-9fc2-ba0b4e44bca4.jpg?v=1733889811",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/TR-VT-13_53a1191c-2e3d-4fd6-8749-41d53ef7a6b1.jpg?v=1733889808",
-          "score": 2
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TR-VT-01_0f374878-69d0-4656-9fc2-ba0b4e44bca4.jpg?v=1774493814"
+      "handle": "plaid",
+      "title": "Plaid Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2022-11-04at12.28.20PM.png?v=1776433848",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-island-weaves",
-      "title": "Phillipe Romano ISLAND WEAVES",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WIW2516_WT_7b042be8-8a38-4a4d-9804-cebe9a9b74ab.jpg?v=1753318606",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WIW2531_WT_3b764bbf-9695-4ca1-b731-4faff861fc68.jpg?v=1753318570",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WIW2530_WT_e2643b9a-b557-43d0-baaa-3b8fedef7c05.jpg?v=1753318573",
-          "score": 0
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WIW2530_WT_4b675399-d9b4-4a0a-b8ae-76d849de291e.jpg?v=1774040486"
+      "handle": "plaid-fabric",
+      "title": "Plaid",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2022-11-02at11.57.50AM.png?v=1774040381",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-metallic-textures",
-      "title": "Phillipe Romano METALLIC TEXTURES",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WMT5019_WT_66bc186a-6931-4277-9d2d-890566e4d613.jpg?v=1753318428",
-          "score": -1
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WMT5006_WT_b56c9997-b8e7-4dfb-9c07-a68e4274da93.jpg?v=1753318453",
-          "score": -1
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WMT5016_WT_13b7d0c2-a31b-4391-b110-b3bc78b68d7a.jpg?v=1753318434",
-          "score": -1
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WMT5019_WT_66bc186a-6931-4277-9d2d-890566e4d613.jpg?v=1774493807"
+      "handle": "powder-room-statements-1",
+      "title": "Powder Room Statements",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/cropped-1773881417622.jpg?v=1776628284",
+      "heuristic_score": 5
     },
     {
-      "handle": "phillipe-romano-metro-collection",
-      "title": "Phillipe Romano - Metro Collection",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AVR-003_b9fefce4-5cc9-41ee-bde3-a433cc12f9f8.jpg?v=1740077190",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/prw-920287-fac-01-1.jpg?v=1781717099",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/prw-920288-fac-01.jpg?v=1781717103",
-          "score": 2
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WBB5026_WT_b972c93b-9767-45d2-a804-84aa0f1f0c81.jpg?v=1774040384"
+      "handle": "primary-suite-1",
+      "title": "Primary Suite",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/bronzeoil2_fe794aeb-369f-4c5c-b759-0472adcb21b6.jpg?v=1776628618",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-monument-collection",
-      "title": "Phillipe Romano - Monument Collection",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/36cfc6cbe5b392b69cb16c2ce79fd3a7.jpg?v=1572309827",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/c7f392c6d555cd95f631dc28884f382b.jpg?v=1572309827",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/1480c211999e744b69e16a3b2e68b859.jpg?v=1572309827",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/0aa27704811998ea44f5411dbaae7d76_566f6b7e-86b0-4874-b45c-ab7fb258e8f0.jpg?v=1774041172"
+      "handle": "purple-wallcovering-collection",
+      "title": "Purple Wallcovering Collection",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/99820eee2405de6cb535e9fe98a51554_d74181a9-6d8a-4b65-a5f7-e996d0a24614.jpg?v=1776628366",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-multi-use-fabrics",
-      "title": "Phillipe Romano - Multi-Use",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/d6c85bf2fa4ecf4f0fcad698a6989de0.png?v=1734415083",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/8d77568ecdf8a41809bf4203e334c1ca.jpg?v=1572309883",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/a0f2f0191f3493ff3ffb470bc6791d53.jpg?v=1572309883",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/CM112-2298.jpg?v=1774040399"
+      "handle": "ralph-lauren",
+      "title": "Ralph Lauren",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2022-11-04at12.28.20PM_b852efed-d253-4d58-b6e2-2de501ee880a.png?v=1776627800",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-natural-textiles",
-      "title": "Phillipe Romano NATURAL TEXTILES",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WFT1675_WT_9ceebc15-875a-468e-b142-3fa7a747da8f.jpg?v=1753319893",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WFT1674_WT_a1eefdeb-7810-482d-8f3a-5763bf449d2f.jpg?v=1753319896",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WFT1671_WT_398ebba0-6aeb-4bb5-a918-c63fad2fb109.jpg?v=1753319906",
-          "score": 0
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WFT1616_WT_6d9c0448-f53c-447f-8275-fe5c591e7b45.jpg?v=1774040261"
+      "handle": "ralph-lauren-home",
+      "title": "Ralph Lauren Home",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2022-11-04at12.28.20PM_3d9a94ca-34ad-466b-9a47-b08d292e3f38.png?v=1776627796",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-oriental-classics",
-      "title": "Phillipe Romano ORIENTAL CLASSICS",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WOC2408_WT_8311b69d-ff23-483c-adc7-f24a2e7b04ed.jpg?v=1753317835",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WOC2418_WT_abd0cda9-2f10-4fae-9a42-1ba6161cfde7.jpg?v=1753317833",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WOC2419_WT_c7b9f2ea-e2b0-4866-9b90-c8d9cecf37de.jpg?v=1753317830",
-          "score": 2
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WOC2460_WT_cdfbd300-0604-4330-a6c8-8595f1ccb58d.jpg?v=1774041288"
+      "handle": "ralph-lauren-wallpaper",
+      "title": "Ralph Lauren Wallcovering",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ScreenShot2022-11-04at12.28.20PM_535c812f-0ec2-44bb-ab2c-4142b08c621a.png?v=1776433851",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-print-basecloths",
-      "title": "Phillipe Romano - Print Basecloths",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HLD-04_e12bf5ef-3ace-4d9d-8243-8f630e355583.jpg?v=1736207524",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HLD-05_0297ce39-8d1d-4f16-bb4f-1ad8bedf7f7f.jpg?v=1736207528",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/HLD-03.jpg?v=1736207520",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/T2-BL-11_a321a15d-f92e-4833-81e7-1559488db75c.jpg?v=1774041641"
+      "handle": "rebel-walls",
+      "title": "Rebel Walls",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/R17421_image1.jpg?v=1776627827",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-screen-printed-wallpaper",
-      "title": "Phillipe Romano Screen Printed",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/TreeofLifeyellow_a2b0239d-d148-4397-9810-c85fc31987c7.png?v=1732588341",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/PF-02_70572c54-6c78-4dd1-a6bd-9aee4fc94458.png?v=1732590585",
-          "score": 2
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/AN-18_f8d5bdf7-aad1-4178-b4e8-2973f9e76862.png?v=1732590450",
-          "score": 2
-        }
-      ],
-      "last_vision": "gemini-http-400",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Bahar-Sand-for-website_f68ab69e-ab2d-4072-b3bd-46e1cd5f881f.jpg?v=1774040339"
+      "handle": "reflective",
+      "title": "Reflective",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/7a92cc1b3a4206f2236b2c4f864d5105.png?v=1776628045",
+      "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-showhouse",
-      "title": "Phillipe Romano SHOWHOUSE",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WSH1001_WT_c20fd916-b13b-4fbb-a395-6715e6c3baa0.jpg?v=1753308710",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WSH1004_WT_8fc9103a-93ca-4ef4-a244-06c9cddf6804.jpg?v=1753308704",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WSH1005_WT_0a4e90c1-8dad-435e-9492-d1e8f43416d4.jpg?v=1753308703",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WSH1054_WT_7c1f05df-a002-4266-980c-77300434c95a.jpg?v=1774040581"
+      "handle": "romo",
+      "title": "Romo",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W944-01-makona-wallcovering-shadow_02.jpg?v=1776628098",
+      "heuristic_score": 3
     },
     {
-      "handle": "phillipe-romano-specialty-effects",
-      "title": "Phillipe Romano SPECIALTY EFFECTS",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WUE2004_WT_16c86136-5bb1-49b4-8be1-e058bb3237a7.jpg?v=1753307015",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WUE2001_WT_1443efc6-87de-4fbe-8e30-75f1f4b6a8b8.jpg?v=1753307024",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WUE2002_WT_c09428b7-e673-43c0-9e20-90fc8c12feaf.jpg?v=1753307021",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WUE2061_WT_a66fe4c3-1066-4c47-8f69-703ab8d0587c.jpg?v=1774040489"
+      "handle": "romo-europe-wallpapaper-collections",
+      "title": "Romo Wallcovering Collections",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W441-02-chiraco-wallcovering-sorbet_01_7da41b9b-5a79-433d-95a0-09be4fc2c805.jpg?v=1776402261",
+      "heuristic_score": 3
     },
     {
-      "handle": "phillipe-romano-taniya-nayak",
-      "title": "Phillipe Romano TANIYA NAYAK",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTN1028_WT_b02f9d2c-e81a-4781-a066-41a2f2c03066.jpg?v=1753307257",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTN1034_WT_272319fb-5c6c-4a5c-92c8-25b598ece069.jpg?v=1753307233",
-          "score": 5
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTN1033_WT_3c5782ab-7ad2-4d10-aab6-dcc4fb642ff7.jpg?v=1753307236",
-          "score": 5
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WTN1063_WT_0933dfef-fa2f-4acf-a58a-7cf4bef3c474.jpg?v=1774040296"
+      "handle": "sacha-walckhoff-wallcoverings",
+      "title": "Sacha Walckhoff Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/party-land-mustard-wallpaper-2.jpg?v=1776627436",
+      "heuristic_score": 3
     },
     {
-      "handle": "phillipe-romano-texture-upholstery",
-      "title": "Phillipe Romano - Texture Upholstery",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/4e6a7ec15bd16d6f250516c3ee280013.jpg?v=1572309798",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/a0980f67bdfebaf4851243d0b63a9f3a.jpg?v=1572309798",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/products/6f8e531cfb5d64a7b455ab82ebe6022d.jpg?v=1572309798",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/8b12793f47ef6173433fbae863be0486_fe34396a-6dd9-48b2-86cd-9d8f1f3c68dc.jpg?v=1774040387"
+      "handle": "scandinavian-wallpaper",
+      "title": "Scandinavian",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ZW139-01-abercrombie-wallcovering-buff_02_5d5bf7b1-b82d-4dbf-ae17-ce711dd6dc9f.jpg?v=1776628450",
+      "heuristic_score": 3
     },
     {
-      "handle": "phillipe-romano-the-keys",
-      "title": "Phillipe Romano THE KEYS",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTK22000_WT_1acb1df9-be4c-4a5f-8282-7f04deaceba1.jpg?v=1753307491",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTK22000P_WT_d95924e7-e428-4c22-a641-8551f447f65c.jpg?v=1753307488",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WTK20002_WT_6b4bc561-54b8-482b-a912-13501cba1f42.jpg?v=1753307682",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WTK22000P_WT_11f067e1-e50d-487a-9d5b-3df1e80da63f.jpg?v=1774040474"
+      "handle": "scenic-wallpaper",
+      "title": "Scenic",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/20319258_782cd5e4-9366-4ae3-be6c-6c5395243dad.jpg?v=1776628134",
+      "heuristic_score": 3
     },
     {
-      "handle": "phillipe-romano-thom-filicia-vinyls",
-      "title": "Phillipe Romano THOM FILICIA VINYLS",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WHF3259_WT_8660a19b-5ada-43d7-98ba-60c1227e1211.jpg?v=1753318716",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WHF3247_WT_8f2448e7-8c6d-4b4b-a0e2-d14fd901105d.jpg?v=1753318744",
-          "score": 0
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/WHF3258_WT_7874ccbc-7d1c-461a-9e4a-e6e803c10221.jpg?v=1753318720",
-          "score": 0
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WHF3166_WT_fd9b168e-ea03-40ec-8c2e-64fbef956745.jpg?v=1774040101"
+      "handle": "slate-charcoal-1",
+      "title": "Slate & Charcoal",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/finalsitustoneforestfinal_room_d57e8a55-dac8-48b7-9be0-797ab2507d81.jpg?v=1776628612",
+      "heuristic_score": 3
     },
     {
-      "handle": "ronald-redding",
-      "title": "RONALD REDDING",
-      "kind": "custom",
-      "reason": "no member image passed vision (all top-3 are swatch/flat)",
-      "shortlist": [
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3819_1611_14b6da48-d3fc-4da0-b686-fa2b13b7b116.jpg?v=1753121295",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3819_11_8431393c-8bf3-436b-a70a-b0c226a6a5ee.jpg?v=1753121298",
-          "score": 3
-        },
-        {
-          "src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/files/W3715_40_ea36419d-c4ae-4152-b127-1908f853f2c5.jpg?v=1753121685",
-          "score": 3
-        }
-      ],
-      "last_vision": "NO",
-      "had_existing": true,
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W3744_5_5b39a56c-7391-4d7c-b421-2c7ac397d32b.jpg?v=1774040251"
-    }
-  ],
-  "already_good": [
-    {
-      "handle": "coastal-haven",
-      "title": "Coastal Haven",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LN40512-A_d9377bfa-f59d-462c-bfcf-c3143d90f61a.jpg?v=1776627493",
+      "handle": "steve-abrams-whimsy",
+      "title": "Steve Abrams Whimsy Collections",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Lincrusta-Wallcovering-RD1960FR-3-Acanthus-Bedroom-in-copper-close-up.jpg?v=1774039961",
       "heuristic_score": 2
     },
     {
-      "handle": "even-more-textures",
-      "title": "Even More Textures",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/TS82103-A_08850600-60a2-4390-8d44-c9a93b31402e.jpg?v=1776627490",
+      "handle": "surface-stick",
+      "title": "Surface Stick",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fa21fa59bf0a269895a073efd17f3e4a.jpg?v=1774495250",
       "heuristic_score": 2
     },
     {
-      "handle": "gaston-libreria",
-      "title": "GASTON LIBRERIA",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/papel_pintado_gastonydaniela_trellis_blanco_azul_raquel_gonzalez_interiorismo_decoracion-150x150_5ea64e13-9d57-4de1-979c-7d9e049509f5.jpg?v=1774040184",
-      "heuristic_score": 3
+      "handle": "surface-stick-3m-self-adhesive",
+      "title": "Surface Stick 3M Self Adhesive",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/d216698b45ba75f8aedc2455b951664e.jpg?v=1538248333",
+      "heuristic_score": 2
     },
     {
-      "handle": "living-with-art",
-      "title": "Living with Art",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/LW51116-A_27f46026-e187-4982-9458-786496e3d400.jpg?v=1776627503",
+      "handle": "tables",
+      "title": "Tables",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/DWWD-60545-DesignerWallcoverings-Los-Angeles-1_6d86037c-42ff-4232-bab2-a59fcc218e33.png?v=1774494658",
       "heuristic_score": 2
     },
     {
-      "handle": "malibu-knits",
-      "title": "Malibu Knits",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/PhillipJeffriesLogo_6f09efd8-39c3-4300-9423-055a83fe7af0.png?v=1774494664",
+      "handle": "terracotta-clay-1",
+      "title": "Terracotta & Clay",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/bronzeoil2_47f6d15f-e3ff-4e86-be3e-9eed3947ec0e.jpg?v=1776628472",
       "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-asian-essence",
-      "title": "Phillipe Romano ASIAN ESSENCE",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WOS3471_WT_ba85ae6e-2aef-4f79-8bec-e8d28a5c4f34.jpg?v=1774040611",
+      "handle": "themes",
+      "title": "Themes",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/884ea8394e4d6d3574bb0d7860129104.jpg?v=1776628013",
       "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-barclay-butera-distinctive-walls",
-      "title": "Phillipe Romano BARCLAY BUTERA DISTINCTIVE WALLS",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WDW2143_WT_27933f53-e915-48b9-8e6d-2e56c189a85e.jpg?v=1774040802",
+      "handle": "throw-blanket",
+      "title": "Throw Blanket",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/11837038-art-breasts-v2-by-designerwallcoverings_19-1112_7ea48495-cba3-46a9-bd2e-739d1d377b52.jpg?v=1774495590",
       "heuristic_score": 3
     },
     {
-      "handle": "phillipe-romano-elegant-silks",
-      "title": "Phillipe Romano ELEGANT SILKS",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WSW4807_WT_de250931-23f9-45bf-8a5d-758fe8d3862a.jpg?v=1774040438",
+      "handle": "toile",
+      "title": "Toile Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fdc3ed9b160840cdab57f28b2d467ded.jpg?v=1776433857",
       "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-elegante",
-      "title": "Phillipe Romano Elegante Collection",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WTE6045_WT_f0f33024-2f0e-40f1-bbad-53ae3f2c721c.jpg?v=1774040317",
+      "handle": "toile-wallcoverings",
+      "title": "Toile Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fdc3ed9b160840cdab57f28b2d467ded_6ed28109-211d-4650-b60f-8a3dcf0617ba.jpg?v=1776433860",
+      "heuristic_score": 2
+    },
+    {
+      "handle": "toile-wallpaper",
+      "title": "Toile",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/room-bedroom-shanghai-chinoiserie-grasscoth-print-blue-on-natural-cream-grp-74000.jpg?v=1776628297",
       "heuristic_score": 5
     },
     {
-      "handle": "phillipe-romano-enlightenment",
-      "title": "Phillipe Romano - Enlightenment",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Phillipe_Romano_Wallcovering_PRW_920396_60247b3a-7765-41b1-beb1-e000288ed220.jpg?v=1774494275",
+      "handle": "transitional-wallpaper",
+      "title": "Transitional",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/million-dollar-mica-chip-wallpaper-mdm-64007-living_room.jpg?v=1776628557",
       "heuristic_score": 5
     },
     {
-      "handle": "phillipe-romano-flocked-velvet-wallpaper",
-      "title": "Phillipe Romano Flocked Velvet",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/fab574116079118731086944f96b387a_70376a38-7546-4786-aa9f-01d250f0de0c.jpg?v=1776627694",
+      "handle": "tres-tintas-wallcoverings",
+      "title": "Tres Tintas Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/JO1010-3_interior1_688444a1-2650-4870-a13f-784390ed2606.jpg?v=1776627580",
       "heuristic_score": 5
     },
     {
-      "handle": "phillipe-romano-natural-resouces-vol-1",
-      "title": "Phillipe Romano NATURAL RESOUCES VOL 1",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WNR1137_WT_acb74a64-a89f-4429-b224-11604da757e4.jpg?v=1774040328",
+      "handle": "tropical-and-leaves",
+      "title": "Tropical and Leaves",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/acff9cc93051085628f5017bd0bcc15b.jpg?v=1538248213",
       "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-screen-printed-fabric",
-      "title": "Phillipe Romano Screen Printed",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/KA-07_80623b41-00b1-4b2f-a764-93d670717774.jpg?v=1774040522",
+      "handle": "ultrasuede-1",
+      "title": "Ultrasuede",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Ultrasuede_DesignerWallcoverings_5538-5709_7e30e7e9-1b33-4e10-a7e9-110f93cdaffc.jpg?v=1776627620",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "upholstery-fabrics",
+      "title": "Upholstery",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/2666bc189193c00fd5eb8cdca54b10b3_313e4088-508f-450c-ba82-b8c3d1a30cb9.jpg?v=1776628697",
       "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-serenity",
-      "title": "Phillipe Romano SERENITY",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WSE1275_WT_16a2b866-31b5-434b-8d81-aa1b02abc378.jpg?v=1774040685",
+      "handle": "vegan-crocodile-wallpaper",
+      "title": "Vegan Crocodile",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/lec-5010-le-embossed-disco_be8e1139-85a7-411f-bed0-3e8734ff2925.jpg?v=1776627998",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "versa-designed-surfaces-wallcoverings",
+      "title": "Versa Designed Surfaces Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Avenir_A204-131-Champagne.jpg?v=1774493704",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "versace-wallpaper",
+      "title": "Versace Wallcovering",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/VER-43253_3c63761e-b24c-4ef2-807b-f96d55a2cc08.jpg?v=1776628010",
       "heuristic_score": 2
     },
     {
-      "handle": "phillipe-romano-simply-sisal",
-      "title": "Phillipe Romano SIMPLY SISAL",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WSS4554_WT_b7e32126-e35c-4741-808d-49a184e3b364.jpg?v=1774040430",
+      "handle": "villa-nova",
+      "title": "Villa Nova",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/W517-05-Malmo-Wallpaper-Lotus.jpg?v=1776433876",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "vintage",
+      "title": "Vintage Reproductions",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/Dig-540002-roomsetting_62674c3c-b59d-4d36-aa8a-b7a696cbbb51.jpg?v=1774040040",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "warm-taupe",
+      "title": "Warm Taupe",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/bronzeoil2.jpg?v=1776628553",
       "heuristic_score": 2
     },
     {
-      "handle": "sarah-rowland-wallpaper-collection",
-      "title": "Sarah Rowland Wallcovering Collection",
-      "kind": "custom",
-      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/MAX_ROOMSET_SRD-MAX-01__SARAH_ROWLAND_FOR_KOROSEAL.jpg?v=1774040355",
-      "heuristic_score": 5
+      "handle": "wolf-gordon-wallcoverings",
+      "title": "Wolf Gordon Wallcoverings",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/WolfGordonWallcovering_DWWG_st11387.jpg?v=1776433899",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "york-wallcoverings",
+      "title": "York",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/AC9165ex_650x_e656a9b5-98ac-4a6f-a878-d39bb9ee199f.jpg?v=1776627683",
+      "heuristic_score": 3
+    },
+    {
+      "handle": "zoffany-wallcoverings",
+      "title": "Zoffany",
+      "kind": "smart",
+      "existing_image_src": "https://cdn.shopify.com/s/files/1/0015/4117/7456/collections/ZTOT312732_2_ZOW0072_02_ZOFFANY_Wray_WALLPAPER_a040_c843a96c-7eaa-4e07-9bdd-e0ab70c131db.jpg?v=1776627528",
+      "heuristic_score": 3
     }
   ],
-  "sanitized_at": "2026-06-23T13:23:30.390950",
-  "private_label_handles_masked": 1
+  "sanitized_at": "2026-06-23T13:51:01.056476",
+  "private_label_handles_masked": 23
 }
\ No newline at end of file
diff --git a/shopify/audit/collection-hero-manifest.md b/shopify/audit/collection-hero-manifest.md
index c37b1ef6..ba3d5c05 100644
--- a/shopify/audit/collection-hero-manifest.md
+++ b/shopify/audit/collection-hero-manifest.md
@@ -1,20 +1,20 @@
 # Collection Hero Image Manifest — Designer Wallcoverings
 
-_generated 2026-06-23T13:19:34.780426 | sanitized 2026-06-23T13:23:30.390950_
+_generated 2026-06-23T13:50:44.701835 | sanitized 2026-06-23T13:51:01.056476_
 _store designer-laboratory-sandbox.myshopify.com · API 2024-10 · vision gemini-2.5-flash_
 
 ## Counts
 
 | bucket | n |
 |---|---|
-| **RESOLVED** (room-setting hero found inside collection, vision-confirmed → write candidate) | **23** |
-| **ALREADY-GOOD** (existing collection.image already a room-setting → kept, no change) | **16** |
-| **FLAGGED** (no room-setting image inside collection) | **87** |
-|   ↳ empty collection (0 member products) | 45 |
-|   ↳ has products but only flat swatches (no interior shot) | 42 |
+| **RESOLVED** (room-setting hero found inside collection, vision-confirmed → write candidate) | **220** |
+| **ALREADY-GOOD** (existing collection.image already a room-setting → kept, no change) | **174** |
+| **FLAGGED** (no room-setting image inside collection) | **271** |
+|   ↳ empty collection (0 member products) | 51 |
+|   ↳ has products but only flat swatches (no interior shot) | 220 |
 
-**Vision spend:** $0.0660 over 110 Gemini calls.
-**Private-label handles masked in this manifest:** 1.
+**Vision spend:** $0.5790 over 965 Gemini calls.
+**Private-label handles masked in this manifest:** 23.
 
 ## FLAGGED — need a generated render or a Steve decision
 
@@ -48,6 +48,8 @@ These collections have NO room-setting image sourced from inside them. Per the s
 - `/degrand-safari` — Degrand Safari [smart]
 - `/degrounded` — Degrounded [smart]
 - `/delinen-stories` — Delinen Stories [smart]
+- `/elli-popp` — Elli Popp [smart]
+- `/elli-popp-1` — Elli Popp [smart]
 - `/fabric-backed` — Fabric Backed Wallcoverings [smart]
 - `/fromental-wallcoverings` — Fromental Wallcoverings [smart]
 - `/groundworks-wallcoverings` — Groundworks Wallcoverings [smart]
@@ -60,9 +62,13 @@ These collections have NO room-setting image sourced from inside them. Per the s
 - `/mdc-wallcoverings` — MDC Wallcoverings [smart]
 - `/mr-perswall-wallcoverings` — Mr Perswall Wallcoverings [smart]
 - `/mural-source` — Mural Source [smart]
+- `/nina-campbell-fabrics` — Nina Campbell Fabrics [smart]
+- `/phillipe-romano-all-wallcoverings` — Phillipe Romano - All [smart]
 - `/sanderson` — Sanderson Wallcoverings [smart]
 - `/sanderson-wallcoverings` — Sanderson Wallcoverings [smart]
+- `/schumacher-trim` — Schumacher Trim [smart]
 - `/spoonflower` — Spoonflower Wallcoverings [smart]
+- `/stacy-garcia` — Stacy Garcia [smart]
 - `/stout-wallcoverings` — Stout Wallcoverings [smart]
 - `/stout-wallpaper` — Stout Textiles Wallcoverings [smart]
 - `/stroheim-wallcoverings` — Stroheim Wallcoverings [smart]
@@ -70,19 +76,117 @@ These collections have NO room-setting image sourced from inside them. Per the s
 
 ### Has products but only swatches (need a room render)
 
+- `/abstract` — Abstract Wallcoverings [smart]
+- `/abstract-durable-vinyl` — Abstract Vinyl [smart]
+- `/abstract-vinyl-wallcoverings-copy` — Abstract Wallcoverings [smart]
+- `/acoustical` — Acoustical [smart]
+- `/animals-and-insects` — Animal Wallcovering Collection [smart]
+- `/anna-french-1` — Anna French [smart]
+- `/apartment-wallpaper` — Apartment Wallcovering [smart]
+- `/apartment-wallpaper-1` — Apartment Wallcovering [smart]
+- `/architectural-wallcoverings` — Architectural Wallcoverings Wallcoverings [smart]
+- `/architectural-wallcoverings-commercial` — Architectural Wallcoverings Wallcoverings [smart]
+- `/art-deco` — Art Deco Wallcoverings [smart]
+- `/art-deco-metallics-1` — Art Deco Metallics [smart]
+- `/backdrop` — Backdrop [smart]
+- `/barclay-butera-collection-1` — Barclay Butera Collection [smart]
+- `/basketweave-paper` — Basket Weave [smart]
 - `/bella-italiano` — Bella Italiano [custom]
+- `/berber` — Berber [smart]
+- `/beverly-hills-stripe-wallpaper` — Fentucci Stripe [smart]
+- `/blue-wallpaper-collection` — Blue Wallcovering Collection [smart]
+- `/bohemian` — Bohemian Wallcoverings [smart]
+- `/borastapeter-scandinavian-wallpapers` — Borastapeter Scandinavian Wallcoverings [smart]
+- `/botanicals-and-florals` — Botanicals & Florals Wallcovering Collections [smart]
+- `/braid-tape` — Braid / Tape [smart]
+- `/brands-at-designer-wallcoverings-a-c` — A-C Wallcovering Brands [smart]
+- `/brazil` — Brazil [smart]
+- `/british-walls` — British Invasion [smart]
+- `/brunschwig-fils` — Brunschwig & Fils [smart]
+- `/camel-cognac-1` — Camel & Cognac [smart]
 - `/candice-olson-collection` — Candice Olson Collection [custom]
+- `/candice-olson-wallpaper` — Candice Olson [smart]
+- `/catchii` — Catchii [smart]
+- `/checks-plaids-and-stripes-1` — Checks + Plaids [smart]
+- `/china-seas-fabrics` — China Seas Fabrics [smart]
+- `/christian-lacroix-europe` — Christian Lacroix Europe [smart]
+- `/christian-lacroix-wallcoverings` — Christian Lacroix [smart]
+- `/clarke-and-clarke-1` — Clarke and Clarke [smart]
+- `/clarke-clarke` — Clarke & Clarke [smart]
+- `/cole-and-son` — Cole and Son UK [smart]
+- `/cole-and-son-collections` — Cole and Son Collections [smart]
+- `/cole-son` — Cole & Son [smart]
+- `/colefax-and-fowler` — Colefax and Fowler [smart]
+- `/colefax-fowler` — Colefax & Fowler [smart]
+- `/commercial-durable` — Commercial & Durable [smart]
+- `/coordonne-spain-wallpaper-collection` — Coordonne Spain [smart]
+- `/damask` — Damask Wallcoverings [smart]
+- `/dedar` — Dedar [smart]
+- `/dedar-wallcovering` — Dedar Wallcoverings [smart]
 - `/designer-pulse-2026-03-07` — Designer Pulse: 2026-03-07 [custom]
+- `/donghia-wallcoverings` — Donghia [smart]
+- `/drapery-fabrics` — Drapery [smart]
+- `/durable-w-c` — Durable [smart]
 - `/elements-ii-naturals` — ELEMENTS II NATURALS [custom]
+- `/emma-shipley-wallpaper-collection` — Emma J Shipley Collection [smart]
+- `/european-import-wallpaper-collection` — European Imported [smart]
+- `/european-imports` — European Imports [smart]
+- `/european-wallpapers` — European [smart]
+- `/exuberant-prints-schumacher` — Exuberant Prints | Schumacher [smart]
+- `/fabric-trim` — Fabric Trim [smart]
+- `/fabricut-fabrics` — Fabricut Fabrics [smart]
+- `/fabricut-wallcoverings` — Fabricut Wallcoverings [smart]
+- `/farrow-ball-wallcoverings` — Farrow & Ball [smart]
+- `/faux-animal-skin` — Faux Animal Patterns [smart]
+- `/faux-grasscloth-wallpaper-collection` — Faux Grasscloth [smart]
+- `/faux-silk` — Faux Silk + Linen [smart]
+- `/fentucci-murals` — Fentucci Murals [smart]
+- `/finished-pillows` — Pillows [smart]
+- `/florals-botanicals` — Florals & Botanicals [smart]
+- `/fornasetti` — Fornasetti Collection [smart]
+- `/french-country-wallpaper-collection` — French Country [smart]
 - `/gaston-nuevo-mundo` — GASTON NUEVO MUNDO [custom]
+- `/gaston-y-daniela` — Gaston y Daniela [smart]
+- `/geometric` — Geometric Wallcovering Collections [smart]
+- `/glam-by-phillipe-romano` — Glam By Phillipe Romano [smart]
+- `/glitter-wallpaper` — Glitter + Sequins [smart]
+- `/graham-brown` — Graham & Brown [smart]
 - `/grasscloth-6` — Grasscloth 6 [custom]
+- `/hand-made-wallcoverings` — Hand Made [smart]
+- `/hinson` — Hinson [smart]
+- `/hollywood-acoustical` — Hollywood Acoustical [smart]
 - `/hollywood-sunset-collection` — Hollywood Sunset Vinyl Collection [custom]
+- `/hollywood-type-2-wallpaper-collection` — Hollywood Type 2 [smart]
+- `/hollywood-wallcovering-collection` — Hollywood [smart]
+- `/hollywood-wallpaper-commercial-wallpaper` — Hollywood Hospitality [smart]
+- `/hospitality-wallcoverings` — Hospitality Wallcoverings [smart]
+- `/ikat` — Ikat Wallcoverings [smart]
+- `/jeffrey-stevens` — Jeffrey Stevens [smart]
+- `/jeffrey-stevens-wallpaper-collection` — Jeffrey Stevens - Budget Friendly [smart]
+- `/juliet-travers-european-classics` — Juliet Travers European Classics [smart]
+- `/jute` — Jute Wallcoverings [smart]
+- `/kelly-wearstler-collections` — Kelly Wearstler Collections [smart]
+- `/kelly-wearstler-wallpapers-1` — Kelly Wearstler Collection [smart]
 - `/kismet` — Kismet [custom]
+- `/kravet` — Kravet [smart]
+- `/kravet-bascis` — Kravet Basics [smart]
+- `/kravet-coillections` — Kravet Collections [smart]
+- `/kravet-couture-1` — Kravet Couture [smart]
+- `/kravet-design` — KRAVET DESIGN [smart]
 - `/la-walls` — LA Walls [smart]
+- `/lattice-and-trellis-patterns` — Lattice & Trellis [smart]
+- `/lattices` — Lattices [smart]
+- `/lawalls-collection` — LA Walls Collection [smart]
+- `/le-embossed-croc-vinyl` — Le Embossed Croc Vinyl [smart]
+- `/leaves-wallpaper-collection` — Trees & Leaves [smart]
+- `/leed-walls` — LEED Walls [smart]
+- `/leed-walls-1` — LEED Eco-Walls [smart]
 - `/lillian-august-grasscloth-binder` — Lillian August Grasscloth Binder [custom]
 - `/lizzo-1` — LIZZO [custom]
+- `/lorenzo-castillo-collection` — Lorenzo Castillo Collection [smart]
 - `/lorenzo-castillo-iv` — LORENZO CASTILLO IV [custom]
 - `/lorenzo-castillo-v` — LORENZO CASTILLO V [custom]
+- `/madeinitaly` — Made in Italy Wallcovering [smart]
 - `/malibu-walls` — Malibu Walls [smart]
 - `/malibu-walls-coastal` — Malibu Walls — Coastal [smart]
 - `/malibu-walls-contemporary` — Malibu Walls — Contemporary [smart]
@@ -91,10 +195,45 @@ These collections have NO room-setting image sourced from inside them. Per the s
 - `/malibu-walls-scandinavian` — Malibu Walls — Scandinavian [smart]
 - `/malibu-walls-traditional` — Malibu Walls — Traditional [smart]
 - `/malibu-walls-transitional` — Malibu Walls — Transitional [smart]
+- `/marble-wallcoverings` — Marble Wallcoverings [smart]
+- `/marimekko-exclusive` — Marimekko Exclusive [smart]
+- `/martyn-lawrence-bullard` — Martyn Lawrence Bullard [smart]
+- `/medallions` — Medallions [smart]
+- `/mind-the-gap` — Mind the Gap™ [smart]
+- `/mind-the-gap-1` — Mind the Gap [smart]
+- `/minimalist` — Minimalist Chic [smart]
+- `/minimalist-1` — Minimalist [smart]
+- `/missoni` — Missoni [smart]
+- `/missoni-home` — Missoni Home [smart]
+- `/modern` — Modern Wallcovering Collection [smart]
+- `/mulberry-wallcoverings` — Mulberry [smart]
+- `/murals-scenics` — Murals & Scenics [smart]
+- `/naturally-glamorous` — Naturally Glamorous [smart]
+- `/new-arrivals` — New Arrivals at Designer [smart]
+- `/nicolette-mayer` — Nicolette Mayer [smart]
+- `/nicolette-mayer-designs` — Nicolette Mayer Designs [smart]
+- `/nlxl` — NLXL [smart]
+- `/nobilis-wallcoverings` — Nobilis [smart]
+- `/ogee-wallpaper` — Ogee [smart]
+- `/orange` — Orange Wallcovering Collections [smart]
+- `/orange-wallcoverings` — Orange Wallcoverings [smart]
+- `/osborne-and-little-fabrics` — Osborne & Little Fabrics [smart]
+- `/osborne-little` — Osborne & Little [smart]
+- `/osborne-little-wallpapers` — Osborne & Little [smart]
+- `/outdoor-fabric` — Indoor / Outdoor Performance [smart]
+- `/p-z-wallpapers-by-designer` — P-Z [smart]
+- `/paisley` — Paisley Wallcoverings [smart]
+- `/paisley-wallcoverings` — Paisley Wallcoverings [smart]
+- `/paisleys-1` — Paisleys [smart]
+- `/peg-norriss-wallcoverings` — Peg Norriss Wallcoverings [smart]
 - `/phillipe-romano-barclay-butera-plains` — Phillipe Romano BARCLAY BUTERA PLAINS [custom]
 - `/phillipe-romano-barclay-living-in-style` — Phillipe Romano BARCLAY LIVING IN STYLE [custom]
 - `/phillipe-romano-classic-elegance` — Phillipe Romano CLASSIC ELEGANCE [custom]
+- `/phillipe-romano-essential-textures` — Phillipe Romano Essential Textures [smart]
+- `/phillipe-romano-exclusive` — Phillipe Romano Exclusive [smart]
+- `/phillipe-romano-fabrics` — Phillipe Romano Fabrics [smart]
 - `/phillipe-romano-faux-leather` — Phillipe Romano - Faux Leather [custom]
+- `/phillipe-romano-flock` — Phillipe Romano Flock [smart]
 - `/phillipe-romano-island-weaves` — Phillipe Romano ISLAND WEAVES [custom]
 - `/phillipe-romano-metallic-textures` — Phillipe Romano METALLIC TEXTURES [custom]
 - `/phillipe-romano-metro-collection` — Phillipe Romano - Metro Collection [custom]
@@ -102,16 +241,61 @@ These collections have NO room-setting image sourced from inside them. Per the s
 - `/phillipe-romano-multi-use-fabrics` — Phillipe Romano - Multi-Use [custom]
 - `/phillipe-romano-natural-textiles` — Phillipe Romano NATURAL TEXTILES [custom]
 - `/phillipe-romano-oriental-classics` — Phillipe Romano ORIENTAL CLASSICS [custom]
+- `/phillipe-romano-outdoor-1` — Phillipe Romano Outdoor [smart]
 - `/phillipe-romano-print-basecloths` — Phillipe Romano - Print Basecloths [custom]
+- `/phillipe-romano-prints-1` — Phillipe Romano Prints [smart]
 - `/phillipe-romano-screen-printed-wallpaper` — Phillipe Romano Screen Printed [custom]
+- `/phillipe-romano-screen-prints` — Phillipe Romano Screen Prints [smart]
 - `/phillipe-romano-showhouse` — Phillipe Romano SHOWHOUSE [custom]
 - `/phillipe-romano-specialty-effects` — Phillipe Romano SPECIALTY EFFECTS [custom]
 - `/phillipe-romano-taniya-nayak` — Phillipe Romano TANIYA NAYAK [custom]
 - `/phillipe-romano-texture-upholstery` — Phillipe Romano - Texture Upholstery [custom]
+- `/phillipe-romano-textures-vol-4` — Phillipe Romano Textures Vol. 4 [smart]
 - `/phillipe-romano-the-keys` — Phillipe Romano THE KEYS [custom]
 - `/phillipe-romano-thom-filicia-vinyls` — Phillipe Romano THOM FILICIA VINYLS [custom]
+- `/phillipe-romano-ultimo` — Phillipe Romano Ultimo [smart]
+- `/phillipe-romano-vinyls` — Phillipe Romano Durable Vinyl [smart]
+- `/phillipe-romano-vinyls-1` — Phillipe Romano Vinyls [smart]
+- `/phillipe-romano-wide-textures` — Phillipe Romano Wide Textures [smart]
+- `/pierre-frey-wallcoverings` — Pierre Frey Wallcoverings [smart]
+- `/plum-aubergine-1` — Plum & Aubergine [smart]
+- `/primo-european-leathers` — Primo European Leathers [smart]
+- `/primo-leathers` — Primo Leathers [smart]
+- `/quatrefoil-wallpaper` — Quatrefoil [smart]
+- `/quick-ship-hospitality` — Hospitality Resource [smart]
+- `/real-scala-silk` — Real Scala Silk [smart]
+- `/roberto-cavalli` — Roberto Cavalli [smart]
 - `/ronald-redding` — RONALD REDDING [custom]
+- `/sancar` — Sancar [smart]
+- `/scalamandre-fabrics` — SCALAMANDRE [smart]
+- `/scenic-wallcoverings` — Scenic Wallcoverings [smart]
+- `/scenics` — Scenics [smart]
+- `/sequin-wallpapers` — Sequin [smart]
+- `/silk` — Silk Wallcoverings [smart]
+- `/silver-wallcoverings` — Silver Wallcoverings [smart]
+- `/steve-abrams-studios` — Steve Abrams Studios [smart]
+- `/steve-abrams-studios-1` — Steve Abrams Studios [smart]
+- `/string` — String [smart]
+- `/stripe` — Stripe Wallcoverings [smart]
+- `/stripe-collection-1` — Stripe Wallcovering Collections [smart]
+- `/stripe-plaid` — Stripes + Plaids [smart]
+- `/stripes` — Stripes [smart]
+- `/sugarboo` — SUGARBOO [smart]
+- `/the-gardens-by-phillipe-romano` — Staff Favorites [smart]
+- `/the-kelly-wearstler-collection` — The Kelly Wearstler Collection [smart]
+- `/threads` — Threads [smart]
+- `/threads-wallcoverings` — Threads Wallcoverings [smart]
+- `/tropicana-durable-textures` — Tropicana Durable Textures [smart]
+- `/turquoise` — Blue Green [smart]
+- `/type-2-commercial-wallcovering` — Type 2 Wallcovering Collection [smart]
+- `/type-2-durable` — Type 2 Durable [smart]
+- `/type-2-wallpaper-collection` — Type II Commercial [smart]
+- `/vahallan-wallcoverings` — Vahallan Wallcoverings [smart]
+- `/vinyl-type-ii` — Vinyl Type II [smart]
+- `/wallpaper-nyc` — Wallcovering NYC [smart]
 - `/wallpapersback` — WALLPAPERSBACK [custom]
+- `/zeuxis-parrhasius-europe` — Zeuxis Parrhasius Europe [smart]
+- `/zeuxis-parrhasius-wallpaper-collection` — Zeuxis Parrhasius Wallcovering Collection [smart]
 
 ## RESOLVED — write candidates (first 60)
 
@@ -140,3 +324,42 @@ These collections have NO room-setting image sourced from inside them. Per the s
 | `/phillipe-romano-sante-collection` | custom | papalo-paper-grasscloth-prg-71087 (`1496971411568`) | papalo-paper-grasscloth-prg-71087-bedroom.jpg |
 | `/phillipe-romano-wilderie-collection` | custom | la-antonia-basketweave-prg-47836 (`1496805245040`) | la-antonia-basketweave-prg-47836-bedroom.jpg |
 | `/texture-gallery` | custom | dwqw-56388-handle (`7283817185331`) | room-living_room-dwqw-56388-handle.jpg |
+| `/trending-wallpaper-collection-2026` | custom | crystal-gold-artmura (`7859479183411`) | Crystal-room.jpg |
+| `/ajiro-wallpapers-by-maya-romanoff` | smart | ah-4x02-maya-50098 (`7384906629171`) | room-living_room-ah-4x02-maya-50098.jpg |
+| `/alligator-skin-wallpaper-collection` | smart | crowleys-crocodile-animal-skin-emboss-wa (`7797733294131`) | room_7797733294131.png |
+| `/andrew-martin-wallcoverings` | smart | constantinople-multicoloured-wallcoverin (`7799386669107`) | 35445-constantinoplewallpaper-nicklebysofaindusb |
+| `/animal-print-wallpaper` | smart | folia-dark-jungle (`3951395078209`) | WW_FoliaDARK_03.jpg |
+| `/animal-skin` | smart | carlos-cheetah-wallpaper-skn-6807 (`1495376887920`) | room-living_room-carlos-cheetah-wallpaper-skn-68 |
+| `/architectural-fabrics` | smart | alexandria-classic-architectural-fabrics (`7775004000307`) | DWRW-190006-sofa-room-setting.png |
+| `/arte` | smart | banyan-deep-forest-arte-international-wa (`7774579195955`) | Alaya_Banyan_11530_Roomshot_Web_HR-fullscreen_b5 |
+| `/arts-and-crafts-wallpaper` | smart | art-of-eden-forest-wallcovering-[private (`7817247195187`) | e2eb6581455ab89447655b3053669aa3.jpg |
+| `/authentic-1950s-reproduction-vintage-wallcoverings` | smart | elaines-authentic-vintage-1950s-wallpape (`7664594878515`) | mockup-Dig-5011663_black_04962cc8-ef6f-4388-b9f4 |
+| `/authentic-1960s-reproduction-vintage-wallcoverings` | smart | dig_62418_vintage_wallpaper_designer_wal (`7664626008115`) | DIG-62418_mockup.jpg |
+| `/baroque-wallpaper` | smart | amboise-pearl-dwrw-360113 (`7851168170035`) | R17911_interior1.jpg |
+| `/beige-cream-wallpaper-collection` | smart | wolfgordonwallcovering_dwwg_blr-5017-jpg (`4509280927795`) | wg_wall_cu_73d4640c-070f-4633-97c9-415a352a96a8. |
+| `/beige-wallcoverings` | smart | [private-label]-design-panel-wallpanel-l (`7817259614259`) | c03ed25bd30fec0d8967368b396a7c08.jpg |
+| `/best-seller-internal-use` | smart | [private-label]-design-panel-wallpanel-l (`7817259614259`) | c03ed25bd30fec0d8967368b396a7c08.jpg |
+| `/black` | smart | dwrw-76507 (`6679750901811`) | R17163_interior1.jpg |
+| `/black-wallcoverings` | smart | dwrw-76507 (`6679750901811`) | R17163_interior1.jpg |
+| `/borastapeter` | smart | mary-mcdonald-chinoiserie-panel-green-pa (`1496536449136`) | room-conference_room-mary-mcdonald-chinoiserie-p |
+| `/brand-mckenzie-wallpaper-collection` | smart | dwbm-260073 (`7245733822515`) | abstract-jungle-teal-blue_7_fe9c5a52-57be-4da2-a |
+| `/british-walls-1` | smart | herons-island-coral-wallpaper-wallcoveri (`1495367680112`) | 808736ff445a8b9d9d5c647c1fb8f79e.jpg |
+| `/brown-wallcoverings` | smart | animal-luxe-brown-dwrw-360122 (`7851168464947`) | R21452_Animal-Luxe_Brown_Rebel-Walls_interior1_w |
+| `/brown-wallpaper-collection` | smart | amazonia-light-jungle-wallpaper (`3951392817217`) | WW_AmazoniaLIGHT_01_fd573d33-1675-48da-bee3-dbb9 |
+| `/carlisle-co` | smart | dwcc-805022-carlisleandco (`6625083097139`) | WCC_LX1026_AbacaHorizon_Anchor_1000x_3bd8b00f-51 |
+| `/collections` | smart | dwbm-260073 (`7245733822515`) | abstract-jungle-teal-blue_7_fe9c5a52-57be-4da2-a |
+| `/commercial` | smart | abaca-lake-romo (`7787381063731`) | room-living_room-mw100-06.jpg |
+| `/commercial-contract` | smart | abaca-lake-romo (`7787381063731`) | room-living_room-mw100-06.jpg |
+| `/commercial-specialty` | smart | dwkk-g264da455 (`7427675029555`) | room-hotel_lobby-abilene-21-0.jpg |
+| `/commercial-styles` | smart | dwkk-g264da455 (`7427675029555`) | room-hotel_lobby-abilene-21-0.jpg |
+| `/contemporary` | smart | [private-label]-design-panel-anna-d-andr (`7817254404147`) | 966f47f3331d8361aee8f40240d6505c.jpg |
+| `/coordonne` | smart | aged-wood-walls-cor-23088 (`1502427971696`) | 511458ba89d88d8ff2c16b359de550c2.jpg |
+| `/coordonne-collection-european-wallpaper` | smart | aged-wood-walls-cor-23088 (`1502427971696`) | 511458ba89d88d8ff2c16b359de550c2.jpg |
+| `/coral` | smart | anna-d-andrea-green-wallcovering-[privat (`7817252306995`) | c63b3edb44f569170b10116168ed1d99.jpg |
+| `/cork` | smart | aura-cork-natural-wallpaper-silver-wallp (`7519948603443`) | TAKUMI-ROOMSET_TAK-CA05-02__CORK.jpg |
+| `/cork-wallpaper-collection` | smart | aura-cork-natural-wallpaper-silver-wallp (`7519948603443`) | TAKUMI-ROOMSET_TAK-CA05-02__CORK.jpg |
+| `/crypton` | smart | kravet-7 (`7786403397683`) | room-hotel_lobby-36408-16-0.jpg |
+| `/d-f-brands` | smart | dwkk-g0fbc8123 (`7422808358963`) | room-hotel_lobby-2020212-916-0.jpg |
+| `/damask-traditional` | smart | [private-label]-design-panel-wallpanel-w (`7817264398387`) | 0c80907b3cadba1b1180c2caf7c0a89d.jpg |
+
+_…and 160 more resolved rows in the JSON._
diff --git a/shopify/scripts/cadence/data/cadence-cursor.json b/shopify/scripts/cadence/data/cadence-cursor.json
index 27534d1c..fe3559d4 100644
--- a/shopify/scripts/cadence/data/cadence-cursor.json
+++ b/shopify/scripts/cadence/data/cadence-cursor.json
@@ -1,5 +1,5 @@
 {
- "idx": 4,
+ "idx": 2,
  "lastSlot": "pm",
  "lastRun": "2026-06-23"
 }
\ No newline at end of file
diff --git a/shopify/scripts/cadence/data/cadence-plan-pm-2026-06-23.json b/shopify/scripts/cadence/data/cadence-plan-pm-2026-06-23.json
index 19ce92a4..9dcebc1c 100644
--- a/shopify/scripts/cadence/data/cadence-plan-pm-2026-06-23.json
+++ b/shopify/scripts/cadence/data/cadence-plan-pm-2026-06-23.json
@@ -1,164 +1,164 @@
 [
  {
-  "vendor": "Kravet",
-  "dw_sku": "DWKK-100290",
-  "cost": 99.7,
-  "retail": 149.55,
+  "vendor": "Newwall",
+  "dw_sku": "DWXW-1005011",
+  "cost": 156,
+  "retail": 282.35,
   "sample": "4.25",
-  "title": "Lille Linen, Gold Wallcoverings | Kravet",
+  "title": "Padmasalis Black, Black Wallcoverings | Newwall",
   "willActivate": true
  },
  {
-  "vendor": "Kravet",
-  "dw_sku": "DWKK-100863",
-  "cost": 140.7,
-  "retail": 211.05,
+  "vendor": "Newwall",
+  "dw_sku": "DWXW-1005012",
+  "cost": 156,
+  "retail": 282.35,
   "sample": "4.25",
-  "title": "Ultrasuede Green, Taupe Wallcoverings | Kravet",
+  "title": "Kente Green, Green Wallcoverings | Newwall",
   "willActivate": true
  },
  {
-  "vendor": "Kravet",
-  "dw_sku": "DWKK-101540",
-  "cost": 325.5,
-  "retail": 488.25,
+  "vendor": "Newwall",
+  "dw_sku": "DWXW-1005013",
+  "cost": 156,
+  "retail": 282.35,
   "sample": "4.25",
-  "title": "Kravet Couture, 34031-1610 Wallcoverings | Kravet",
+  "title": "Kente Black, Black Wallcoverings | Newwall",
   "willActivate": true
  },
  {
-  "vendor": "Schumacher",
-  "dw_sku": "DWLK-805080",
-  "cost": 78,
-  "retail": 141.18,
+  "vendor": "Brewster & York",
+  "dw_sku": "DWBR-170664",
+  "cost": 105,
+  "retail": 190.05,
   "sample": "4.25",
-  "title": "Regalia Sisal, Ivory on Natural Wallcoverings | Schumacher",
+  "title": "Intrepid, Light Grey Wallcoverings | Brewster & York",
   "willActivate": true
  },
  {
-  "vendor": "Schumacher",
-  "dw_sku": "DWLK-805090",
-  "cost": 78,
-  "retail": 141.18,
+  "vendor": "Brewster & York",
+  "dw_sku": "DWBR-170665",
+  "cost": 105,
+  "retail": 190.05,
   "sample": "4.25",
-  "title": "Regalia Sisal, Ivory on Silver Wallcoverings | Schumacher",
+  "title": "Intrepid, Aqua Wallcoverings | Brewster & York",
   "willActivate": true
  },
  {
-  "vendor": "Schumacher",
-  "dw_sku": "DWLK-805100",
-  "cost": 22,
-  "retail": 39.82,
+  "vendor": "Brewster & York",
+  "dw_sku": "DWBR-170666",
+  "cost": 69.99,
+  "retail": 126.68,
   "sample": "4.25",
-  "title": "Pennick, Neutral Wallcoverings | Schumacher",
+  "title": "Chloe, Purple Wallcoverings | Brewster & York",
   "willActivate": true
  },
  {
-  "vendor": "Romo",
-  "dw_sku": "DWRM-240001",
-  "cost": 467.502,
-  "retail": 846.16,
+  "vendor": "Kravet",
+  "dw_sku": "DWKK-102010",
+  "cost": 124,
+  "retail": 186,
   "sample": "4.25",
-  "title": "Abaca, Alabaster Wallcoverings | Romo",
+  "title": "Kravet Design, Beige Wallcoverings | Kravet",
   "willActivate": true
  },
  {
-  "vendor": "Romo",
-  "dw_sku": "DWRM-240002",
-  "cost": 467.502,
-  "retail": 846.16,
+  "vendor": "Kravet",
+  "dw_sku": "DWKK-102038",
+  "cost": 163.9,
+  "retail": 245.85,
   "sample": "4.25",
-  "title": "Abaca, Atmosphere Wallcoverings | Romo",
+  "title": "Kravet Basics, Off-White Wallcoverings | Kravet",
   "willActivate": true
  },
  {
-  "vendor": "Romo",
-  "dw_sku": "DWRM-240003",
-  "cost": 467.502,
-  "retail": 846.16,
+  "vendor": "Kravet",
+  "dw_sku": "DWKK-102039",
+  "cost": 136.4,
+  "retail": 204.6,
   "sample": "4.25",
-  "title": "Abaca, Powder Wallcoverings | Romo",
+  "title": "Tapeley, Off-White Wallcoverings | Kravet",
   "willActivate": true
  },
  {
-  "vendor": "Thibaut",
-  "dw_sku": "DWTT-73402",
-  "cost": 70.2,
-  "retail": 127.06,
+  "vendor": "Schumacher",
+  "dw_sku": "DWLK-805110",
+  "cost": 22,
+  "retail": 39.82,
   "sample": "4.25",
-  "title": "Mini Trellis, Beige Wallcoverings | Thibaut",
+  "title": "Pennick, Leaf on Ivory Wallcoverings | Schumacher",
   "willActivate": true
  },
  {
-  "vendor": "Thibaut",
-  "dw_sku": "DWTT-73403",
-  "cost": 70.2,
-  "retail": 127.06,
+  "vendor": "Schumacher",
+  "dw_sku": "DWLK-805120",
+  "cost": 22,
+  "retail": 39.82,
   "sample": "4.25",
-  "title": "Mini Trellis, Grey Wallcoverings | Thibaut",
+  "title": "Pennick, Coral on Ivory Wallcoverings | Schumacher",
   "willActivate": true
  },
  {
-  "vendor": "Thibaut",
-  "dw_sku": "DWTT-73404",
-  "cost": 73.8,
-  "retail": 133.57,
+  "vendor": "Schumacher",
+  "dw_sku": "DWLK-805130",
+  "cost": 28,
+  "retail": 50.68,
   "sample": "4.25",
-  "title": "Jouy, Ivory Wallcoverings | Thibaut",
+  "title": "Hellene, Sky Wallcoverings | Schumacher",
   "willActivate": true
  },
  {
-  "vendor": "Zoffany",
-  "dw_sku": "DWZF-187000",
-  "cost": 216,
-  "retail": 390.95,
+  "vendor": "Romo",
+  "dw_sku": "DWRM-240005",
+  "cost": 467.502,
+  "retail": 846.16,
   "sample": "4.25",
-  "title": "Shagreen, Zinc Wallcoverings | Zoffany",
+  "title": "Abaca, Parchment Wallcoverings | Romo",
   "willActivate": true
  },
  {
-  "vendor": "Zoffany",
-  "dw_sku": "DWZF-187001",
-  "cost": 140,
-  "retail": 253.39,
+  "vendor": "Romo",
+  "dw_sku": "DWRM-240008",
+  "cost": 467.502,
+  "retail": 846.16,
   "sample": "4.25",
-  "title": "Persian Tulip, Poison Wallcoverings | Zoffany",
+  "title": "Abaca, Ochre Wallcoverings | Romo",
   "willActivate": true
  },
  {
-  "vendor": "Zoffany",
-  "dw_sku": "DWZF-187003",
-  "cost": 247,
-  "retail": 447.06,
+  "vendor": "Romo",
+  "dw_sku": "DWRM-240009",
+  "cost": 467.502,
+  "retail": 846.16,
   "sample": "4.25",
-  "title": "Conway, Sahara Wallcoverings | Zoffany",
+  "title": "Abaca, Atlantic Wallcoverings | Romo",
   "willActivate": true
  },
  {
-  "vendor": "Designtex",
-  "dw_sku": "DWDX-220303",
-  "cost": 22,
-  "retail": 39.82,
+  "vendor": "Thibaut",
+  "dw_sku": "DWTT-73405",
+  "cost": 127.8,
+  "retail": 231.31,
   "sample": "4.25",
-  "title": "Pebble, Chalk Wallcoverings | Designtex",
-  "willActivate": false
+  "title": "Vero, Black Wallcoverings | Thibaut",
+  "willActivate": true
  },
  {
-  "vendor": "Designtex",
-  "dw_sku": "DWDX-220304",
-  "cost": 22,
-  "retail": 39.82,
+  "vendor": "Thibaut",
+  "dw_sku": "DWTT-73406",
+  "cost": 62.1,
+  "retail": 112.4,
   "sample": "4.25",
-  "title": "Pebble, Fancy Wallcoverings | Designtex",
-  "willActivate": false
+  "title": "Montecito Stripe, Pearl Wallcoverings | Thibaut",
+  "willActivate": true
  },
  {
-  "vendor": "Designtex",
-  "dw_sku": "DWDX-220305",
-  "cost": 22,
-  "retail": 39.82,
+  "vendor": "Thibaut",
+  "dw_sku": "DWTT-73407",
+  "cost": 127.8,
+  "retail": 231.31,
   "sample": "4.25",
-  "title": "Pebble, Taupe Wallcoverings | Designtex",
-  "willActivate": false
+  "title": "Vero, Navy Wallcoverings | Thibaut",
+  "willActivate": true
  }
 ]
\ No newline at end of file
diff --git a/shopify/scripts/cadence/data/upload-restore-2026-06-23.jsonl b/shopify/scripts/cadence/data/upload-restore-2026-06-23.jsonl
index e134fad8..b9e3344d 100644
--- a/shopify/scripts/cadence/data/upload-restore-2026-06-23.jsonl
+++ b/shopify/scripts/cadence/data/upload-restore-2026-06-23.jsonl
@@ -16,3 +16,21 @@
 {"table":"designtex_catalog","mfr_sku":"8300052","dw_sku":"DWDX-220303","shopify_product_id":"7866861322291","action":"created","activated":false,"published":false,"status":"DRAFT","batch_id":"upload-pm-2026-06-23T19-40-05-617Z","ts":"2026-06-23T19:41:08.167Z"}
 {"table":"designtex_catalog","mfr_sku":"8300101","dw_sku":"DWDX-220304","shopify_product_id":"7866861387827","action":"created","activated":false,"published":false,"status":"DRAFT","batch_id":"upload-pm-2026-06-23T19-40-05-617Z","ts":"2026-06-23T19:41:10.507Z"}
 {"table":"designtex_catalog","mfr_sku":"8300102","dw_sku":"DWDX-220305","shopify_product_id":"7866861420595","action":"created","activated":false,"published":false,"status":"DRAFT","batch_id":"upload-pm-2026-06-23T19-40-05-617Z","ts":"2026-06-23T19:41:12.694Z"}
+{"table":"newwall_catalog","mfr_sku":"A00805","dw_sku":"DWXW-1005011","shopify_product_id":"7866874921011","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:12.351Z"}
+{"table":"newwall_catalog","mfr_sku":"A00806","dw_sku":"DWXW-1005012","shopify_product_id":"7866874953779","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:16.178Z"}
+{"table":"newwall_catalog","mfr_sku":"A00807","dw_sku":"DWXW-1005013","shopify_product_id":"7866874986547","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:20.286Z"}
+{"table":"brewster_catalog","mfr_sku":"2908-25305","dw_sku":"DWBR-170664","shopify_product_id":"7866875019315","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:25.655Z"}
+{"table":"brewster_catalog","mfr_sku":"2908-25309","dw_sku":"DWBR-170665","shopify_product_id":"7866875052083","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:30.285Z"}
+{"table":"brewster_catalog","mfr_sku":"2657-22203","dw_sku":"DWBR-170666","shopify_product_id":"7866875084851","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:34.988Z"}
+{"table":"kravet_catalog","mfr_sku":"34971.4.0","dw_sku":"DWKK-102010","shopify_product_id":"7866875117619","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:39.198Z"}
+{"table":"kravet_catalog","mfr_sku":"35291.16.0","dw_sku":"DWKK-102038","shopify_product_id":"7424885162035","action":"linked-existing","activated":false,"batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:39.979Z"}
+{"table":"kravet_catalog","mfr_sku":"35299.11.0","dw_sku":"DWKK-102039","shopify_product_id":"7424885227571","action":"linked-existing","activated":false,"batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:40.726Z"}
+{"table":"schumacher_catalog","mfr_sku":"5010542","dw_sku":"DWLK-805110","shopify_product_id":"7866875150387","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:45.121Z"}
+{"table":"schumacher_catalog","mfr_sku":"5010543","dw_sku":"DWLK-805120","shopify_product_id":"7866875183155","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:49.191Z"}
+{"table":"schumacher_catalog","mfr_sku":"5010551","dw_sku":"DWLK-805130","shopify_product_id":"7866875215923","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:53.558Z"}
+{"table":"romo_catalog","mfr_sku":"MW100/05","dw_sku":"DWRM-240005","shopify_product_id":"7866875445299","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:40:57.974Z"}
+{"table":"romo_catalog","mfr_sku":"MW100/08","dw_sku":"DWRM-240008","shopify_product_id":"7866875707443","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:41:01.757Z"}
+{"table":"romo_catalog","mfr_sku":"MW100/09","dw_sku":"DWRM-240009","shopify_product_id":"7866875936819","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:41:05.511Z"}
+{"table":"thibaut_catalog","mfr_sku":"AT78763","dw_sku":"DWTT-73405","shopify_product_id":"7866876100659","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:41:10.167Z"}
+{"table":"thibaut_catalog","mfr_sku":"AT78769","dw_sku":"DWTT-73406","shopify_product_id":"7866876133427","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:41:13.910Z"}
+{"table":"thibaut_catalog","mfr_sku":"AT78766","dw_sku":"DWTT-73407","shopify_product_id":"7866876166195","action":"created","activated":true,"published":true,"status":"ACTIVE","batch_id":"upload-pm-2026-06-23T20-40-05-514Z","ts":"2026-06-23T20:41:17.715Z"}
diff --git a/shopify/tres-tintas-room-backups/_regen.ledger b/shopify/tres-tintas-room-backups/_regen.ledger
new file mode 100644
index 00000000..b138713f
--- /dev/null
+++ b/shopify/tres-tintas-room-backups/_regen.ledger
@@ -0,0 +1,18 @@
+7433014607923
+7863632592947
+7863632625715
+7863632658483
+7863632691251
+7863632724019
+7863632887859
+7863632953395
+7863632986163
+7863633018931
+7863633051699
+7863633084467
+7863633117235
+7863633150003
+7863633215539
+7863633248307
+7863633281075
+7863633313843
diff --git a/vendor-scrapers/china-seas-refresh b/vendor-scrapers/china-seas-refresh
index 7d25ef46..989c7199 160000
--- a/vendor-scrapers/china-seas-refresh
+++ b/vendor-scrapers/china-seas-refresh
@@ -1 +1 @@
-Subproject commit 7d25ef4666e2adf3c3f697d5ce40b179e8f2b4e6
+Subproject commit 989c71994f3ebd4a59e89909b5118f8ab6208ad1

← 12841c91 Correct item-3 collection-image diagnosis: stale Boost fallb  ·  back to Designer Wallcoverings  ·  Quadrille house: Phase 0 staging table + per-brand feed-firs 994fa589 →