Use AI to draft clear, evidence-based prior authorization justifications in minutes instead of hours.
Prior authorizations eat up hours every week—gathering evidence, citing guidelines, and crafting persuasive justifications. This prompt helps you draft a complete, well-structured prior auth letter in minutes by feeding AI the key clinical details (no real patient data—use hypothetical scenarios or generic descriptions). You'll still need to verify the references and add actual patient specifics, but you'll start with a solid, professional draft instead of a blank page. This is perfect for medications, procedures, or imaging that frequently require justification.
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“Act as an experienced primary care physician writing prior authorization justifications. I need to draft a prior authorization letter for [medication/procedure/test - describe generically, e.g., 'a GLP-1 agonist for weight management in a patient with obesity and prediabetes']. The patient has tried [list prior treatments or steps, e.g., 'lifestyle modification for 6 months, metformin'] without adequate results. Please draft a clear, evidence-based prior authorization justification that includes: (1) the clinical indication and relevant diagnoses, (2) why this treatment is medically necessary, (3) what has already been tried and why it was insufficient, (4) supporting evidence from clinical guidelines (cite general guideline sources like ADA, AHA, or USPSTF), and (5) a brief summary statement. Use professional but clear language suitable for insurance reviewers. Remind me at the end that I must verify all guideline references and add specific patient data before submission.”
March 12, 2026
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