Market Disruptors AI Visibility Agency built this validator to check whether a page has the structured data and visible entity signals AI systems need before they can understand, trust, cite, or recommend a business.
Checks raw HTML for AI-readable schema and entity signals. This does not save leads or change your site.
It checks whether a page exposes AI-readable schema and entity signals such as FAQPage, BreadcrumbList, LocalBusiness, Organization, Service, Person, Review, visible H1, service area, and entity-name prominence.
No. Google's test checks rich-result eligibility. This validator focuses on AI citation readiness: whether the page gives answer engines enough structured and visible context to understand the business.
Only add Review or AggregateRating schema when real reviews are visible on the page and the claims are verifiable. Do not invent star ratings or mark up hidden reviews.