{"scope":"public_release","images":{"as_of":"2026-09-26T16:09:40.065737+00:00","reason":null,"status":"partial","ready_skus":16295,"total_skus":20123},"visual":{"as_of":"2026-09-26T17:02:33.446Z","fields":[{"key":"visual.front.rim_line_weight","known_skus":5762,"failed_skus":0,"pending_skus":14361,"unknown_skus":0,"completed_skus":5762},{"key":"visual.temple.line_weight","known_skus":5762,"failed_skus":0,"pending_skus":14361,"unknown_skus":0,"completed_skus":5762},{"key":"visual.hinge.appearance","known_skus":5762,"failed_skus":0,"pending_skus":14361,"unknown_skus":0,"completed_skus":5762},{"key":"visual.lens.is_tinted","known_skus":5761,"failed_skus":0,"pending_skus":14362,"unknown_skus":0,"completed_skus":5761}],"reason":null,"status":"partial","revision":"6236ad8a67d23c32c77e8aa0e2d8f9924161bdff87a91d59e0765d1ae699366d","known_skus":5761,"total_skus":20123,"completed_skus":5761,"human_verified":false},"sku_count":20123,"categories":[{"key":"optical","count":13466},{"key":"sunglasses","count":6605},{"key":"other","count":52}],"model_count":8146,"capabilities":{"real_mcp":"not_connected","source_evidence":"supported","visual_features":"partial","commerce_checkout":"not_supported","product_comparison":"supported","natural_language_search":"supported"},"generated_at":"2026-09-26T17:02:33.446Z","source_count":81,"data_revision":"release-5056761c945a38a94018f5d9","schema_version":"market-summary-1","observation_end":"2026-09-23T23:16:11.807Z","rights_revision":"042890b530dcd9308fc7286a9582bed76583afe7e7906ae279c849f01288f2fc","model_count_scope":"source_local_models","observation_start":"2026-09-18T18:18:31.087Z","site":{"name":"Loify","local_only":false},"entrypoints":{"home":"/","find":"/market#find","sources":"/market#sources","features":"/market#features"},"brief":"Loify | Eyewear product information\n\nSearchable, comparable and traceable eyewear data across sources. A product information service, not a seller or checkout platform.\n\nScope: currently published records. 81 sources; 8,146 models by source; 20,123 SKUs / variants. Models are deduplicated within each source, not across the whole industry.\n\nCategories: Optical frames 13,466; Sunglasses 6,605; Other 52. Catalog distribution is not market share.\n\nCapabilities: natural-language discovery, hard filters, comparison of 2–4 specific products, and source/evidence verification. Complete requests and unregistered natural language still participate in hybrid retrieval; the vocabulary is not a whitelist.\n\nExact-variant photos: 16,295 / 20,123 SKUs. Coverage as of 2026-09-26 16:09 UTC.\n\nFour visual features: lens tint, temple thickness, rim thickness and hinge appearance. All four extracted for 5,761 / 20,123 SKUs; all four known for 5,761 SKUs. As of 2026-09-26 17:02 UTC. Model output is not human verification; completed extraction may include unknowns.\n\nCandidates retain product identity, specific colour/size variants, merchant prices, original currency and price basis, source links, observation time, matching evidence and unknowns. Merchant records, model predictions and human verification are labelled separately. Unknowns do not satisfy conditions.\n\nSource observations: 2026-09-18 18:18 UTC — 2026-09-23 23:16 UTC. Brief generated: 2026-09-26 17:02 UTC. Refreshing this page does not recheck product prices or stock.\n\nChange records distinguish price/stock observations, data additions and system-method updates. First recorded does not mean newly released; no recorded changes does not imply a stable market.\n\nPublished on eyewearsearch.com. Live GPT/MCP tools are not connected. No sales volumes, actual market shares, final purchase quotes or checkout service are provided.\n\nData revision: release-5056761c945a38a94018f5d9; rights revision: 042890b530dcd9308fc7286a9582bed76583afe7e7906ae279c849f01288f2fc."}