Local businesses should deploy a connected JSON-LD graph: Organization,Local Business, Person (founder), Service, FAQPage, and How To — linked by @idreferences so AI systems understand entity relationships and can connect yourbusiness, founder, services, and FAQs in a machine-readable graph.
Which schema types matter for local AI visibility?
Organization and LocalBusiness establish the entity. Person links the founder. Service describes offerings. FAQPage and HowTo make answers extractable.
Should every page have the full graph?
Every page should include the core Organization graph. Page-specific types (FAQPage, HowTo, Service) attach to relevant routes only.
Can schema replace good content?
No. Schema annotates content AI can already read. Direct-answer passages remain essential.
How do you implement schema without errors?
Use @graph with stable @id URLs, link author to Person schema, validate with Google Rich Results Test, and avoid fabricated sameAs profiles.