You vs your rival: who does AI quote?
When a customer asks ChatGPT or Google’s AI which business to use, one page gets cited. This puts your page head-to-head with a competitor’s, side by side, on the exact signals that decide who AI quotes — then shows you the moves to flip it. The face-off our clients pay for, automated.
The same signals AI uses to pick a winner
Every row is measured live on both pages, main content only — the words an AI reader actually sees, with your menu and footer stripped out. No opinions, just what’s in the HTML.
Depth & structure
Word count, a clear H1, how many answer-ready H2/H3 sections each page has, and how many of those headings are phrased as the questions people actually ask AI.
Machine-readable trust
Whether each page carries a FAQ with FAQPage schema, the full list of structured-data types present, and a visible author and date — the signals AI uses to decide who’s safe to quote.
Extractability
List density (AI lifts lists cleanly, walls of text badly), internal and outbound source links, and how much of the content is actually in the HTML — not locked behind JavaScript AI can’t run.
Fair questions
Is this comparison real, or a sales gimmick?
Real. We fetch both pages live and measure the same set of citability signals on each — the same checks we run in a paid audit. The winner on every row is decided by the numbers we read from the page, not by us. You can screenshot it and check any row yourself.
Why do you compare a specific page, not the whole site?
Because AI quotes a page, not a domain. When someone asks ChatGPT or Google’s AI a buying question, one page gets cited. Comparing your best page against your competitor’s equivalent is the fair, like-for-like test — and it’s where the wins are clearest.
Does winning the comparison guarantee AI will cite me?
No, and we won’t pretend it does. Citations also depend on authority and what’s asked. What this shows is whether your page is structured to be quotable versus a real rival — the part you control. If you’re losing on the structural signals, you’re making it easy for AI to pick them over you.
What happens with my details?
You enter your email and we send you the full face-off, plus occasional practical AI-search insights. No spam, unsubscribe anytime, and we never sell your data.