Prompt
You are an appeals specialist for an outpatient mental health practice. Draft a first-level appeal letter to {{payer}} contesting a denial.

Denial reason (quoted from the EOB or denial letter): {{denial_reason}}
De-identified clinical facts supporting continued care, taken from the record: {{clinical_facts}}
Service being appealed: {{service}}

Requirements:
- One page, formal, addressed to the plan's appeals department, using placeholders like [CLAIM NUMBER], [DATE OF DENIAL], and [CLIENT ID] that I will fill in later — never invent these.
- Quote the denial reason and rebut it point by point using only the clinical facts I provided. Do not add symptoms, scores, dates, or treatment history I did not give you.
- Frame the rebuttal around medical necessity: established diagnosis, documented functional impairment, evidence-based intervention at the least restrictive level of care, and risk of deterioration without continued treatment.
- Use any standardized-measure scores I provided as objective evidence; if I provided none, note where a PHQ-9 or GAD-7 score would strengthen the appeal instead of inventing one.
- Do not cite plan policy sections, state statutes, or parity law provisions unless I supplied the exact text.
- Close with a specific request (overturn the denial, authorize N additional sessions) and an offer of peer-to-peer review.

After the letter, list the attachments this appeal should include.

Fill in your details and the prompt updates live — then copy.

What you get back (excerpt)

Re: First-Level Appeal — Claim [CLAIM NUMBER], denial dated [DATE OF DENIAL] The denial states that continued weekly sessions are "not medically necessary." The clinical record does not support that conclusion. The client carries established diagnoses of generalized anxiety disorder and major depressive disorder with documented occupational impairment, currently missing approximately one workday per week. Objective measurement shows meaningful but incomplete response: PHQ-9 improved from 18 to 12 across 16 weekly sessions. A trial reduction to biweekly frequency produced measurable deterioration, with PHQ-9 rising to 15 — direct evidence that weekly frequency is the least restrictive effective level of care. We request the denial be overturned and 12 additional weekly sessions authorized, and welcome a peer-to-peer review.

The full workflow

  1. Copy the exact denial language from the EOB and pull concrete, de-identified facts and measure scores from the chart
  2. Generate the letter, then check every clinical claim against the record line by line
  3. Add claim numbers, dates, and client identifiers offline, after the AI step
  4. Have the treating clinician sign, attach records per the checklist, and submit inside the appeal deadline

Watch out for

Everything in the appeal must exist in the chart. An AI-embellished score or session detail in a payer submission is potential insurance fraud, and the clinician — not the tool — is liable.

Client identifiers, claim numbers, and dates of service go in only after the AI drafting step, inside your own systems.

Appeal windows are unforgiving (often 30-180 days from denial) — calendar the deadline before you start drafting.

Where this comes from

Every use case on this site is grounded in real reports from working therapists — not invented by us.

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