Getting named by ChatGPT does not pay the bills. What pays is having the page that citation sends people to. Comparison pages convert AI traffic at 6.8%, the highest rate of any page type (NP Digital, 2026). This guide is the mold. You build it in an afternoon, no hire required.
Read fast, fill in the blanks, ship it. At the end we show you how to check whether it is actually bringing clients.
The Golden Rule (Three Things)
Before you write a single word, print these three rules on the wall next to you. Every decision about the page runs through them.
The Structure, Block by Block
Six blocks. Every strong comparison page has all six. Each one has a job. Don't skip any of them.
Fill-In Template
Copy this, open a blank doc, and fill in each blank. When all blanks are filled, you have a first draft.
Checklist Before You Publish
Run through this before you hit publish. One no means the page is not ready yet.
Measure Whether the Citation Pays You
Showing up is easy to brag about and hard to bank. Three things you can check right now without expensive tools.
Getting Cited by ChatGPT Doesn't Pay the Bills
The full breakdown of why AI visibility without a comparison page is a leaky bucket, and the exact stats behind the 6.8% conversion finding.
AI Citation Scorecard - Free
12 questions to find out whether your AI citations are turning into clients or just flattering you. Get your citation conversion score in 4 minutes.
