Live Tool

Schema & AI Citation Validator

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.

Run Full AI Scan

Checks raw HTML for AI-readable schema and entity signals. This does not save leads or change your site.

What does the Schema & AI Citation Validator check?

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.

Is this the same as Google's Rich Results Test?

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.

Should I add review schema if the validator says it is missing?

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.