{"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/c1394ac0bf11d8470b2a","record":{"id":"c1394ac0bf11d8470b2a","name":"Woogoro Medical Bill Analyzer","aliases":["Woogoro Medical Bill Analyzer"],"description":"- **Compare line items to Medicare and commercial rates** for 146 of the most common CPT/HCPCS codes\n- **Flag billing errors** — upcoding, unbundling (NCCI rule violations), duplicate charges, balance billing, No Surprises Act violations, facility-fee stacking\n- **Draft dispute letters** across 9 error categories, citing relevant statutes (42 USC 300gg-111, NCCI bundling rules, ACA preventive care)\n- **Generate phone negotiation scripts** for charity care, cash settlements, and prompt-pay discounts — with pushback responses\n\nBacked by Woogoro's medical bill analysis API (Claude Haiku-powered) ","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":"eb2c5ee1-1e33-4235-bbd1-c2924c5f136a","source_record_name":"glane0303/woogoro"}],"relevance_signals":["billing"],"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"}}