Structural Competitive Analysis

AX Tree Competitor Comparison:
See Whose Structure AI Agents Navigate Better

Your content can be just as good as a competitor's and still lose the citation, if their page gives AI agents a cleaner accessibility tree to parse. This tool runs the same accessibility-tree audit across your page and up to 3 competitors, and lines up heading hierarchy, ARIA coverage, and link text quality side by side.

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Runs a full AI visibility audit on your site - takes ~30 seconds.

Equal Content, Unequal Structure, Unequal Citations

AI search engines and browsing agents choose between several pages covering the same topic. Two pages can say roughly the same thing and still get parsed with very different reliability, because one has a logical heading hierarchy, clear landmark regions, and descriptive link text, and the other doesn't.

Auditing your own page in isolation tells you your own score. It doesn't tell you whether the competitor you're actually losing citations to has a structural advantage you can see and close. This comparison does.

The Same Four Signals, Head to Head

Frequently Asked Questions

What does this tool compare, exactly?
It runs the same accessibility-tree audit used in Citerank's single-page Accessibility Checker against your page and up to 3 competitor pages, then lines up the results: heading hierarchy quality, landmark region coverage, ARIA labeling, and link text quality, side by side, so you can see exactly where a competitor's page gives AI agents a cleaner structure to work with than yours.
Why compare accessibility structure against competitors specifically?
AI agents and AI search engines choose between multiple pages on the same topic. If a competitor's page has a cleaner heading hierarchy and better ARIA coverage, an agent extracting an answer has an easier time parsing their page than yours - even if your content is equally good. Comparing structure directly shows you where that gap actually is.
How many competitors can I compare at once?
Up to 3 competitor URLs against your own page in a single run.
Is this the same as a regular accessibility checker?
It uses the same underlying signals as Citerank's Accessibility Checker, but the output is a comparison, not a single score. If you only need to audit one page, use the single-page Accessibility Checker instead - use this tool when the question is specifically "who has the structural edge."

Compare Your Structure vs Competitors

See exactly who has the accessibility-tree advantage - Starter plan required.

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