Is your website ready for AI?
We find what keeps AI from citing you and rank the fixes. Every two weeks.
Why the audit is the fastest path to citations
Tracking shows you where you stand. The audit tells you what to change today, and most of it is technical or structural, not a months-long content project.
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Concrete problems, concrete fixes
The reasons AI engines skip a site are usually concrete: an unreachable page, missing schema, a thin answer. Each one has a clear fix.
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Ranked by effort-to-impact
Every issue is scored by severity and how much the score moves when you fix it, so you start where it pays off most.
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Pointed at the exact page
Each fix names the URL and what to change, so you act in minutes instead of guessing across the whole site.
What every audit checks
Five categories add up to one score. Your weakest one is usually what keeps AI engines from citing you, so that is where to start.
- 01
Access
Can AI crawlers reach and index your pages: robots.txt, canonicals, sitemap, redirects.
- 02
Entity clarity
Does your site clearly state who the brand is: Organization schema, logo, sameAs links.
- 03
Answer coverage
Do your pages answer the questions buyers actually ask AIs: comparisons, alternatives, FAQs.
- 04
Trust signals
Is your content credible and fresh: expert quotes, external citations, last-updated dates.
- 05
Citation readiness
Is content easy for a model to quote: question-style headings, tight self-contained answers.
Every finding is a fix you can ship
No vague “improve your SEO.” Each recommendation names the page, the problem, and the change, ranked so you always know what to do next.
- Critical Access robots.txt disallows AI crawlers like GPTBot and ClaudeBot
/robots.txt - High Trust signals No last-updated date or external citations on key answer pages
/guides/* - High Entity clarity Missing Organization schema and sameAs links
/ - Medium Citation readiness Headings are not phrased as the questions buyers ask
/compare
Connect to Menciona, pull my latest site audit, and fix the open critical issues in this repo. Biweekly, because the answers keep changing
AI answers and your site both change, and we are always improving the audit itself. Every two weeks your site is measured against the latest best practices, new issues surface fast, and you can watch each fix pay off in your score.