{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_ai-reverse-image-search","slug":"ai-reverse-image-search","name":"AI Reverse Image Search","type":"webapp","url":"https://www.vecteezy.com","page_url":"https://unfragile.ai/ai-reverse-image-search","categories":["research-search"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_ai-reverse-image-search__cap_0","uri":"capability://research.image.based.visual.search","name":"image-based visual search","description":"Upload or provide an image to find visually similar images across Vecteezy's database of stock photos, vectors, and illustrations. The system analyzes visual characteristics like composition, colors, objects, and style to return matching results.","intents":["I need to find similar stock images to one I found online","I want to locate the original source of an image","I'm looking for images with a similar aesthetic or composition to my reference"],"best_for":["designers seeking visual inspiration","content creators finding stock assets","researchers identifying image sources"],"limitations":["Limited to Vecteezy's collection; won't search the entire internet","Accuracy depends on image quality and clarity","May not find exact matches for highly specific or niche images"],"requires":["Valid image file (JPG, PNG, etc.)","Vecteezy account for full access","Internet connection"],"input_types":["image file","image URL"],"output_types":["list of similar images with metadata","downloadable assets"],"categories":["research","design","content creation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-reverse-image-search__cap_1","uri":"capability://research.reverse.image.identification","name":"reverse image identification","description":"Identify what an image contains, who created it, or where it originated by analyzing its visual properties. Returns information about the image's source, creator, and related metadata when available in Vecteezy's database.","intents":["I want to know who created this image","I need to find the original source or licensing information for an image","I'm trying to verify if an image is authentic or find its proper attribution"],"best_for":["content creators verifying image rights","researchers tracking image provenance","designers finding properly licensed assets"],"limitations":["Only works for images in Vecteezy's indexed collection","May not identify images from other sources or platforms","Metadata accuracy depends on proper tagging in the database"],"requires":["Image to be indexed in Vecteezy's system","Clear, recognizable image content","Vecteezy account"],"input_types":["image file","image URL"],"output_types":["creator information","licensing details","source attribution","related metadata"],"categories":["research","content verification","licensing"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-reverse-image-search__cap_2","uri":"capability://design.visual.asset.discovery","name":"visual asset discovery","description":"Discover new stock images, vectors, and illustrations by using an existing image as a starting point. The system recommends related assets from Vecteezy's collection based on visual similarity and metadata.","intents":["I found one image I like and want to explore similar styles or themes","I need to build a collection of complementary visual assets for a project","I want to discover new design resources based on my aesthetic preferences"],"best_for":["graphic designers building asset libraries","creative directors exploring design trends","marketing teams curating visual content"],"limitations":["Results limited to Vecteezy's collection only","May return tangentially related results rather than exact matches","Requires paid subscription for full download access"],"requires":["Reference image","Vecteezy account","Subscription for downloading assets"],"input_types":["image file","image URL"],"output_types":["curated list of related assets","preview thumbnails","download links"],"categories":["design","content creation","research"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":33,"verified":false,"data_access_risk":"high","permissions":["Valid image file (JPG, PNG, etc.)","Vecteezy account for full access","Internet connection","Image to be indexed in Vecteezy's system","Clear, recognizable image content","Vecteezy account","Reference image","Subscription for downloading assets"],"failure_modes":["Limited to Vecteezy's collection; won't search the entire internet","Accuracy depends on image quality and clarity","May not find exact matches for highly specific or niche images","Only works for images in Vecteezy's indexed collection","May not identify images from other sources or platforms","Metadata accuracy depends on proper tagging in the database","Results limited to Vecteezy's collection only","May return tangentially related results rather than exact matches","Requires paid subscription for full download access","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.21666666666666667,"quality":0.5,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.9,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:29.132Z","last_scraped_at":"2026-04-05T13:23:42.563Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=ai-reverse-image-search","compare_url":"https://unfragile.ai/compare?artifact=ai-reverse-image-search"}},"signature":"TRh6xCt2lPnhcoV2dGtJgCe7iyCf5devPlVV7/Pg1WrZscX2qHx2hhmys/YzD33wKRSfxXKyWRobgm8bZMfZCw==","signedAt":"2026-06-16T08:28:19.064Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ai-reverse-image-search","artifact":"https://unfragile.ai/ai-reverse-image-search","verify":"https://unfragile.ai/api/v1/verify?slug=ai-reverse-image-search","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}