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What you'll accomplish

By the end of this guide, you'll be able to draft a professional, complete prior authorization appeal letter in under 5 minutes using ChatGPT — compared to the 30–60 minutes it typically takes to write one from scratch or track down a template.

What you'll need

  • A free ChatGPT account at chatgpt.com
  • The details of the denied prior authorization (denial letter or denial reason from the payer portal)
  • Basic clinical context for the patient (from the physician's order or clinical notes — no PHI needed beyond what's in the letter)
  • Time needed: 5 minutes to set up; 3–5 minutes per appeal letter
  • Cost: Free

How-To Guide: Draft Prior Authorization Appeal Letters With ChatGPT

Step 1: Create a Free ChatGPT Account

Go to chatgpt.com.

  1. Click "Sign Up" (or "Log In" if you already have an account)
  2. Create an account with your email, or use "Continue with Google"
  3. Complete the short setup — choose "Other" for occupation if patient access isn't listed

What you should see: You're taken to the main ChatGPT interface — a text input box at the bottom and the ChatGPT logo at the top.