Use AI to draft complete prior authorization justifications in minutes instead of hours of writing.
Prior auths are time-consuming and frustrating, especially when you're juggling a full caseload. Instead of starting from scratch every time, use AI to generate a structured first draft that includes clinical reasoning, evidence support, and patient-specific justification. You'll still customize it with real patient details and your clinical judgment, but you'll cut your drafting time in half. Remember: never enter actual patient data into ChatGPT or Claude—use placeholders and fill in real information afterward.
Try this prompt today
“Act as an experienced physical therapist who specializes in writing persuasive prior authorization justifications. Draft a detailed prior authorization justification for [NUMBER] sessions of physical therapy for a patient with [CONDITION/DIAGNOSIS]. Include: 1) a clear explanation of the patient's functional limitations and how they impact daily life, 2) the specific skilled interventions planned and why they require a physical therapist, 3) measurable goals with realistic timeframes, 4) evidence or clinical reasoning supporting the requested number of visits, and 5) what happens if treatment is denied or delayed. Write in a professional, clear tone that demonstrates medical necessity without being overly technical. Use short paragraphs and organize the justification so it's easy for a reviewer to follow.”
February 20, 2026
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