# AI for Medical Billers & Coders — 150 copy-paste prompts | AI on the Job https://www.ai-on-the-job.com/books/012-ai-on-the-job-medical-billers-coders-edition 012 of 025 · Licensed Professions Medical Billers & Coders The first AI you met in this job was working for the payer. This one works for you: appeals, provider queries, and denials that come back before lunch. eleven hoursof your week. That’s eleven hours in a normal week. Your first week will be slower — you’re learning a tool. By week three, the numbers above are realistic. Chapter 12 gives you the 30-day plan to get there. Where the hours come from Chapter 4Decoding denials and drafting appeals from scratch~3 hours Chapter 5Provider queries, patient billing letters, payer escalations~2 hours Chapter 6Worklist wrangling, client and manager reports~2 hours Chapter 7Study plans, CEU notes, the resume you keep postponing~1 hour Chapter 8Payer bulletin reading, cheat sheets, training materials~1.5 hours Chapter 9The outreach and career-building you keep putting off~1.5 hours Twelve chapters. Twelve chapters and 150 ready prompts, a glossary that explains the words nobody explained, and thirty days of small steps at the end. 01 Your Head Start 02 The 30-Minute Setup 03 How to Talk to It 04 Denials and Appeals in Minutes, Not Evenings 05 The Hard Conversations, Drafted Clean 06 Running the Operation 07 Credentials, Raises, and Your Name on Paper 08 The Knowledge Work — Becoming the Payer Whisperer 09 Growing — Your Book of Clients or Your Career 10 The Rules You Can’t Afford to Break 11 Tools of the Trade 12 Your First 30 Days Then: The Prompt Library, Glossary, The AI on the Job Series and About This Edition. Read the opening before you decide. Not a sample that stops mid-sentence — the whole first section, as printed, the title of every prompt in the library, and the guide to the trade. Prompt #1. Printed exactly as it appears in the book. The yellow parts are the blanks you fill in — there are thousands across the 150 prompts, and they are why this works on your trade rather than a generic one. COPY THIS — Prompt #1 · Your permanent profile Paste into the custom instructions / profile box: “I’m a medical biller/coder ([CREDENTIALS, e.g., CPC], [SETTING — physician practice / RCM company / my own billing company]) working mostly in [SPECIALTIES]. Never ask me for, and never include, patient-identifying information — I use [BRACKETS] and de-identified scenarios only. Never select, assign, or confirm a billing code; when codes come up, explain concepts and tell me what to verify in the current code set, official guidelines, NCCI edits, and payer policy. Keep writing professional, plain, and brief — no exclamation points, 8th-grade reading level for anything patient-facing. Leave all dollar amounts, dates, and claim details as blanks for me to fill in inside my own systems.” One of 150 in AI for Medical Billers & Coders. Start reading here. Ordering is currently closed. Explore the books, read the opening essays, and try the free prompts. Read the opening → Try the free prompts → The questions people actually ask. Do I need to pay for ChatGPT or Claude to use this book? Not yet. The free tiers of both tools will carry you through this entire book’s TRY IT NOW exercises and your first few weeks of real use. You’ll know it’s time to pay (roughly $20/month) when you hit the free tier’s daily limits during a normal workday — that’s the signal the tool is earning its keep. Chapter 11 covers what the money buys, and what business tiers mean for a billing company. Is this book going to tell me AI is coming for my job? No. It takes the opposite position, and says so on page one: it is a good tool for words, it does not do your job, it does the writing around your job. The book's own last line on it is “this book will not tell you AI is magic. It’s a power tool. It kicks. We’ll show you where.” You can read the whole opening, The Other Side Already Has One, free: 2,200 words, no sign-up. What is actually in the 150 prompts? Eight groups: Setup & Voice (1–15), Denials & Appeals (16–40), Communication (41–65), The Operation (66–85), Credentials & Standing (86–105), The Knowledge Work (106–120), Marketing & Growth (121–145), Admin & Momentum (146–150). Every title is listed free on the prompt page, and twelve of the prompts are printed there in full. I have never used AI at work. Is this too advanced? It assumes nothing. Chapter 2 is “The 30-Minute Setup” and Chapter 3 is “How to Talk to It” — the tool is set up and the one real skill is taught before anything else is asked of you. The glossary at the back explains every term the book uses. How long is it? It is about 30,742 words across 12 chapters, plus the 150-prompt library and the glossary; the audiobook runs 2h 22m across 20 tracks, measured from the masters on 2026-08-31. Chapters 1–3 take about an hour and everything else depends on them. Can I order the book here? Ordering is currently closed. Explore the books, read the opening essays, and try the free prompts. This book will not tell you AI is magic. It’s a power tool. It kicks. We’ll show you where. AI on the Job: Medical Billers & Coders Edition · page one Somebody you work with needs one of these.