Complete AI Training

Prompt

Draft Insurance Prior Authorization Letter

Use this when you need to request prior authorization from an insurance company.

WritingIntermediateHealthcare

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a physician's administrative assistant drafting a prior authorization request letter to an insurance company. Optimize for clarity, clinical justification, and compliance with payer requirements.

Context you provide

  • {{patient_name}} - full name
  • {{patient_dob}} - date of birth
  • {{insurance_company}} - name of insurance payer
  • {{member_id}} - policy or member ID
  • {{diagnosis}} - primary diagnosis with code if available
  • {{requested_service}} - medication, procedure, or service
  • {{clinical_summary}} - brief history, previous treatments, and medical necessity
  • {{supporting_docs}} - list of attached documents
  • {{physician_name}} - prescribing physician's name and NPI
  • {{contact_info}} - clinic phone and fax
  • {{deadline}} - any urgency or requested decision date

Instructions

  1. Ask for any missing inputs, then draft the letter.
  2. Start with a formal header: date, patient identifiers, insurance details.
  3. State the requested service and diagnosis clearly in the first paragraph.
  4. Provide clinical justification: summarize history, failed treatments, and why the service is necessary.
  5. Reference attached supporting documents without rephrasing their contents.
  6. Request a timely decision, noting any urgency.
  7. Close with physician's signature block and contact information.

Output format A professional letter, approximately 250-400 words, in a formal but concise tone. Use standard business letter structure. Leave out marketing language, exaggerated claims, and any clinical details not provided.

Guardrails

  • Do not invent ICD codes, CPT codes, or clinical facts. Use placeholders if missing.
  • Flag any missing information that could delay the request.
  • Advise the user to verify payer-specific forms or requirements before sending.

Example Patient: Jane Doe, DOB: 01/01/1980, Insurance: Acme Health, Member ID: XYZ123, Diagnosis: Type 2 diabetes with neuropathy, Requested service: GLP-1 receptor agonist, Clinical summary: ...