AI search fix
What is AI search visibility (and how to measure it)?
AI search visibility spans crawling, grounding, citations in generated answers, and sometimes AI-referred visits. Readiness means trusted AI bots can fetch public pages, robots.txt and CDN rules allow them, and copy answers real questions. Express Check and similar audits cover that baseline first. Citation dashboards in Bing Webmaster Tools or Microsoft Clarity show trends after crawl works — they are not a single purchased score and do not guarantee mentions.
Many GEO tools only simulate prompts. Microsoft and Bing distinguish that from citation signals grounded in real AI interactions. Treat prompt tests as directional. Prefer crawl proof, indexing data, and platform citation trends where you have access.
How to measure AI visibility in practice
- Technical readiness: robots.txt, WAF, HTTP 200 on priority URLs.
- Google Search Console: indexing and performance on key pages.
- Bing Webmaster Tools AI Performance: citation and grounding-query trends.
- Microsoft Clarity Citations when enabled: page citation trends — not full prompt logs.
- Manual prompt spot checks last — useful but not ground truth for every query.
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See what AI crawlers hit on your site
Technical blockers, missing context, weak AI-readiness signals — in one HTML report.
You'll get an HTML report on AI crawler access, robots.txt, llms.txt, and schema as a visibility baseline.
Frequently asked questions
Is AI search visibility the same as GEO?
GEO is the work — crawl fixes, schema, optional llms.txt, answer-first copy. Visibility is the outcome platforms still control.
Can I measure AI visibility with one number?
No score covers every AI product. Combine crawl evidence, Search Console, and optional Bing or Clarity trends.
Does better visibility guarantee AI citations?
No. Readiness helps; relevance, competition, and platform policies decide citations.
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