What does this tool actually measure?
The tool checks crawler access, page structure, brand identity signals and available external evidence. Some external checks depend on configured services. The score summarizes readiness and observed evidence; it does not comprehensively measure brand mentions across ChatGPT, Gemini or every other model.
Why do structure and content matter?
Accessible pages with clear services, consistent contact details, author information and precise answers make a business easier to understand. Publish original content supported by real experience. Technical SEO and helpful content remain important for Google’s AI search features.
Search crawlers and training crawlers differ
Search access and model-training permissions are different decisions. Allowing every crawler does not guarantee inclusion in answers. Review robots.txt and firewall settings according to your business policy. Probing with a crawler user-agent does not fully reproduce the provider’s real infrastructure.
Turn the report into action
Fix technical issues, improve service and company pages, and keep credible brand information consistent across relevant sources. Test real customer questions over time and measure citations, referrals and enquiries. Answers vary with time, language, location and prompt wording; no score guarantees a recommendation.
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Turn your findings into a practical plan with the RayanMehr team.
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