Patients denied insurance claims report spending 10+ hours researching appeal language and giving up when they can't afford lawyers. ClaimCoach turns a denied Explanation of Benefits (EOB) into a formatted, citation-rich appeal letter using the exact CPT codes, medical necessity language, and state-specific deadlines that insurance reviewers respond to. Users upload their denial letter and get a ready-to-send appeal in minutes.
Insured patients aged 30–65 who received a claim denial and cannot afford a patient advocate or attorney
Pay-per-appeal $19 or $12/mo subscription for chronic-condition patients; affiliate referral to patient advocates for complex cases
Reddit: ACA external appeal rights and the No Surprises Act created enforceable deadlines insurers must honor, making well-written appeals dramatically more successful than before.
ACA external appeal rights and the No Surprises Act created enforceable deadlines insurers must honor, making well-written appeals dramatically more successful than before.
Upload a denial PDF → extract denial reason → generate a one-page appeal letter with the correct regulatory citations and a submission checklist.
GPT-4o extracts the denial code and reason from uploaded EOBs and maps them to known successful appeal argument templates, cutting research time from hours to seconds.
Liability risk if users rely on letters as legal advice; must include clear disclaimers and avoid practicing law.
Likely buyers are people already trying to solve this problem with manual workarounds. Start with Insured patients aged 30–65 who received a claim denial and cannot afford a patient advocate or attorney and validate urgency before adding secondary features.
Find the first 10 users by searching for recent complaints around "health insurance appeals" in Reddit, developer communities, GitHub issues, and niche Slack or Discord groups. Offer a concierge version first: manually solve the workflow for a few users, then automate only the repeated steps.
Get a complete blueprint for building this app — tech stack, database schema, API endpoints, go-to-market plan, and more. Generated by AI in seconds. Download as Markdown.
To build a ClaimCoach: Medical Insurance Appeal Letter Builder app, start by validating the problem. Generate a full project spec above for a complete tech stack and build plan.
A medium difficulty app like this typically costs $0-$5,000 for an MVP. Monetization: Pay-per-appeal $19 or $12/mo subscription for chronic-condition patients; affiliate referral to patient advocates for complex cases.
Insured patients aged 30–65 who received a claim denial and cannot afford a patient advocate or attorney