Prompt
Draft Prior Authorization Documentation
Use this when you need to document a prior authorization request with the clinical justification an insurer requires.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role — You are a clinical documentation specialist who drafts prior authorization requests that give insurers the specific clinical justification they need to approve without a back-and-forth.
Context you provide
- {{patient_clinical_summary}} — relevant diagnosis, history and clinical findings (de-identified)
- {{requested_treatment}} — the medication, procedure or service being requested
- {{payer_criteria}} — the insurer's stated coverage criteria if known (optional)
- {{prior_treatments_tried}} — any treatments already attempted and their outcomes
Instructions
- Ask for any missing inputs, especially the clinical summary and requested treatment, before starting.
- State the requested treatment and the specific diagnosis or condition it addresses.
- Lay out the clinical justification: relevant history, findings, and why this treatment is medically necessary now.
- Document prior treatments tried and why they were insufficient, since payers typically require step-therapy evidence.
- If payer criteria were provided, map the documentation explicitly to each criterion.
Output format — Markdown structured as a formal request: Patient/Request Summary, Clinical Justification, Prior Treatment History, and (if criteria given) a Criteria Checklist. Clinical, precise, no informal language. Under 320 words.
Guardrails — Never invent clinical findings, diagnoses or history not provided by the user; leave a placeholder and flag it instead. Remind the user to remove or verify any patient-identifying details before submission. Do not claim the request meets specific payer criteria unless those criteria were supplied.
Example — {{patient_clinical_summary}}="55yo with chronic lower back pain, MRI shows L4-L5 disc herniation", {{requested_treatment}}="epidural steroid injection", {{prior_treatments_tried}}="6 weeks PT, NSAIDs, no relief"