Write an appeal letter for a denied medical claim
A point-by-point appeal that answers the payer's denial reason with policy criteria and documentation, plus a check on whether a corrected claim is faster.
The prompt
Help me write an appeal for a claim our clinic had denied.
Payer and plan type: [e.g. "commercial PPO", "Medicare Advantage", "Medicaid managed care"]
Appeal level: [first-level reconsideration / second level / external review]
Denial reason and codes: [CARC/RARC codes and the exact wording on the EOB or remittance]
Service details: [date of service, CPT/HCPCS codes, modifiers, ICD-10 codes as billed]
What the record shows: [SUMMARY of supporting documentation, provided by our clinical or coding staff]
Payer policy or contract language: [PASTE medical policy, LCD/NCD, or contract clause if known]
Appeal deadline: [DATE]
First, classify the denial (coding or modifier error, missing information, medical necessity, prior authorization, timely filing, eligibility, bundling) and tell me whether a corrected claim or reopening would resolve it faster than a formal appeal.
Then draft the letter:
1. Header: patient name, member ID, claim number, date of service, billed amount, all as placeholders.
2. One sentence stating exactly what we want reversed.
3. A point-by-point response to the denial reason, quoting each policy criterion and showing where the record meets it.
4. A numbered list of enclosures.
5. A closing that requests a written decision and references our appeal rights.
Rules:
- Use only the facts and codes I give you. Mark anything missing as [CONFIRM]; never invent policy numbers, dates, or clinical details.
- Do not make or change clinical judgments. The clinical argument must come from the documentation and be reviewed by the treating provider.
- Include only the patient information the appeal needs (HIPAA minimum necessary).
- Keep the letter to one page plus enclosures.
Highlighted [brackets] are blanks to replace with your own details.
Fill in the blanks and use this promptMore Finance & Accounting prompts
What to fill in
- first-level reconsideration / second level / external review
- PASTE medical policy, LCD/NCD, or contract clause if known
- DATE
- CONFIRM
How this prompt is built
This prompt follows the RTF structure (Role, Task, Format). RTF tells the model who to be, what to do and what shape the answer should take. It is the quickest structure that still gives noticeably better results than a bare request.
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