One score per page. Three levers you can ship today.
AI Readiness checks how well a URL is prepared to be picked up as a source by AI models. Output is not a 40-item PDF, it is a score and an actionable list of the most important levers.
Four signal clusters, no black-box score.
We show transparently what the score is made of, and which cluster carries the largest lever for your page.
Structure
Headings, order, section depth, FAQ modules, table of contents.
Citations
Share of anchored sources, external evidence, primary studies over second-hand summaries.
Topical authority
How broadly your topic is covered, whether sub-topics link out, brand consistency.
Discoverability
Schema markup, robots, sitemap, crawl logs, hreflang, indexability for AI crawlers.
Not “improve content”. But “add X to Y”.
Each recommendation describes a concrete action an editor or developer can ship in one sitting. Recommendations are sorted by estimated impact on the score, so you do not have to guess the order.
Three situations for a page audit.
You shipped a pillar piece that, despite the effort, is not getting cited.
AI Readiness shows quickly whether the gap is structure, citations, or discoverability.
You are planning a content relaunch and need priorities.
Audit your top ten URLs, rank by lever size, work the list.
You are asked monthly how AI visibility is changing.
The audit history lists URL, date, status, and score per run — a compact overview you can forward as evidence.
A good audit does not show every issue. It shows the one to three you can fix this week.
AI answers are no longer a niche channel.
The more people get answers straight from AIs, the more your visibility hinges on how citable your pages are.
Run your first page audit.
Audits are included in the trial, no limit on the first ten URLs.