Use consistent names and relationships across your site and trusted external profiles.
AI Search Visibility Docs
Entity & Schema Clarity
Clear entity signals help search and AI systems connect your business to its services, people, locations, expertise, and supporting proof.
What you will learn
Key Outcomes
Match structured data to claims people can verify in visible page content.
Reduce ambiguity around who you help, what you do, and where you operate.
The framework
Build from clarity.
Entity framework
Treat the business as a connected set of identifiable entities rather than a collection of isolated pages and keywords.
- Organization identity and authoritative profile references
- Service, location, and audience relationships
- People, credentials, authorship, and experience
- Relevant schema using established vocabulary
Accuracy standard
Structured data should describe visible, accurate content. It should clarify the page, not add unsupported claims or proprietary markup that search platforms do not recognize.
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