AI Search Readiness Checker
Check observable page, metadata, structured-data and crawler-access signals relevant to search and AI-assisted discovery, without claiming to predict citations.
Data note: This free tool labels estimates and provider-free signals clearly; it does not manufacture proprietary metrics.
About the AI Search Readiness Checker
Review publicly observable signals that may affect a page's discoverability in AI-assisted search: reachability, descriptive HTML, structured data, canonical hints and a sample of crawler rules. Use it to find technical gaps, not to claim a predicted citation or ranking.
How it works and an example to tryShow less
How to use the result
The tool fetches the submitted page and samples its metadata, heading, visible word count, JSON-LD, canonical link and robots.txt rules for selected crawlers. Its score is a local diagnostic, not a measurement of mentions inside Google AI Overviews, ChatGPT or other answer systems. An optional llms.txt file is informational and is not a Google indexing requirement.
Example to try
Check a substantial page you control, review any missing title, heading or crawl access, then fix the underlying page and retest. Use Search Console and actual referral data to judge discoverability; a high readiness score cannot confirm that an AI service has cited you.
Questions
Who uses it, and when
Publishers and brands who want to be cited by AI answer engines, SEO teams extending their checklist beyond classic ranking factors, and editors checking whether a page states its facts clearly enough to be quoted.
Mistakes worth avoiding
- Blocking AI crawlers in robots.txt while hoping to be cited.
- Burying the direct answer several paragraphs down.
- Publishing without author, date and source information that systems use to judge reliability.
Questions
What does the AI Search Readiness Checker do?
Check observable page, metadata, structured-data and crawler-access signals relevant to search and AI-assisted discovery, without claiming to predict citations.
How should I use the result?
The tool fetches the submitted page and samples its metadata, heading, visible word count, JSON-LD, canonical link and robots.txt rules for selected crawlers. Its score is a local diagnostic, not a measurement of mentions inside Google AI Overviews, ChatGPT or other answer systems. An optional llms.txt file is informational and is not a Google indexing requirement.
Does TechBullion store the information I enter?
Remote checks send only the URL, domain, keyword or entity needed to perform the requested analysis. Do not submit passwords, private URLs or confidential material.
What mistakes do people make with an ai search readiness checker?
Blocking AI crawlers in robots.txt while hoping to be cited. Burying the direct answer several paragraphs down. Publishing without author, date and source information that systems use to judge reliability.
Is this the same as a paid proprietary data provider?
No. This free tool labels estimates and public-signal analysis clearly. It does not invent proprietary search volume, traffic, backlink or AI-answer data that TechBullion cannot directly observe.
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Remote and intelligence checks are point-in-time observations. Verify important findings with primary sources.