Generated schema is a starter for implementation planning. Always validate the JSON-LD and ensure it matches visible page content, because unsupported schema can reduce trust and create search-quality risk.
Required schema fields for the selected entity type
Clean JSON-LD output that can be copied into page HTML
Organization, LocalBusiness, Person, Service, Article, FAQPage, and BreadcrumbList coverage
Implementation notes for visible-content alignment and entity consistency
Validation warnings for unsupported ratings, fake reviews, vague authors, and hidden claims
AI-search readiness signals such as stable URLs, clear names, descriptions, and connected entities