Use AI to review your drafted prior authorization letters to catch weak spots before submitting them.
You've written your prior authorization letter, but before you send it, let AI act as a critical reviewer to spot missing justification, weak clinical reasoning, or unclear language that could lead to denial. This is especially helpful when you're working on a complex case or dealing with an insurer known for strict requirements. Use this prompt to get a second set of eyes that identifies gaps you might have missed. Always review AI feedback carefully and make your own clinical judgment about what to strengthen.
Try this prompt today
“Act as an experienced physical therapy clinical reviewer who specializes in insurance prior authorizations. I'm going to paste a prior authorization letter I've drafted requesting additional therapy visits. Your job is to review it critically and identify any weaknesses that could lead to denial. Specifically, look for: (1) missing or weak medical necessity justification, (2) vague functional limitations that aren't specific enough, (3) unclear connections between the diagnosis and requested treatment, (4) missing objective measures or progress data, (5) any language that sounds repetitive or generic instead of patient-specific, and (6) opportunities to strengthen the clinical reasoning. Give me a numbered list of issues you found, then suggest 2-3 specific phrases or sentences I could add or revise to make this letter stronger. Here's my draft letter: [paste your letter here]”
March 1, 2026
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