Free tool

The 10-page Non-Commodity Site Audit

AI search cites sources that add something. This audit scores up to 10 pages of your site against the live Google top 10 for each page's topic: what you say that the ranking pages do not, the first-hand evidence and real data you show, and whether machines can identify who you are. You get a full branded report with per-page evidence and recommendations. Free, with your email.

What you get

An overall Non-Commodity Score for the site, four measured vectors per page with the evidence quoted, who currently holds the visibility on your topics (and whether Google is already showing AI-written answers there), and two or three concrete recommendations per page. The scoring model is the same one behind the single-page checker, with the information-gain vector measured against the real ranking pages for each of your topics.

Every score is labelled honestly: the composite is uncalibrated and directional, and any vector that cannot be measured is reported as not measured rather than guessed. The story behind that posture is in the build log.