{"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/57632739f252e69d9d6f","record":{"id":"57632739f252e69d9d6f","name":"Variafy","aliases":["Variafy"],"description":"**Run your Meta (Facebook and Instagram) ads from the AI assistant you already use.** Variafy connects Claude, ChatGPT, Codex, Cursor, Claude Code and Gemini CLI to your Meta ad accounts. Reads are free; every change is previewed before it runs.\n\n### What you can ask\n- Where am I wasting spend, and which ads should I pause?\n- Why did my cost per lead go up this week?\n- Which ads need a fresh creative?\n- How does this week compare with the last one?\n- Which campaigns bring paying customers, not just leads? (matches sales from your CRM or a Google Sheet)\n\n### Safe by design\n- Every change — a pa","repository_url":null,"sources":[{"source_id":"smithery","url":"https://api.smithery.ai/servers","observed_at":"2026-10-17T21:40:22.481400+00:00","source_record_id":"364e4a9e-39c1-4b85-a70b-97967358febd","source_record_name":"variafy/variafy"}],"relevance_signals":["ads","crm"],"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"}}