{"schema_version":1,"snapshot_id":"bfb936f5ceae4a7427f93961201723779c3021545a3c4222395e8678314c3e55","generated_at":"2026-10-17T21:51:24.907033+00:00","notice":"Potential GTM matches from directory metadata and model triage. Discovered does not mean vendor-verified or tested. Pending records remain under review; pricing and install details require primary sources.","canonical_url":"https://gtmmcps.com/discoveries/840bd2be24f52bd35c05","record":{"id":"840bd2be24f52bd35c05","name":"ai-catalog","aliases":["ai-catalog"],"description":"Check whether a product feed is ready for AI shopping (ChatGPT, Gemini, AI Mode). Scan a Google Merchant / Facebook XML, CSV, TSV feed or a Shopify store URL to get an AI-readiness score, the biggest gaps and the shopper questions AI can't answer, plus how to fix them. Public, no API key. By Crescendo Lab. Docs: https://catalog.cresclab.com/mcp/","repository_url":null,"sources":[{"source_id":"smithery","url":"https://smithery.ai/servers/jin/ai-catalog","observed_at":"2026-10-17T21:40:22.481400+00:00","source_record_id":"f71274eb-a48c-4137-b0cc-3bd667f3f866","source_record_name":"jin/ai-catalog"}],"relevance_signals":["shopify"],"classification":{"label":"pending","method":"not-yet-classified"},"catalog_ids":[],"verification_status":"discovered","vendor_ownership":"not-verified","execution_tested":false,"pricing_status":"not-verified","documentation_status":"not-verified"}}