GEO & AI Search
Knowledge Graph
A knowledge graph is a database of entities and the relationships between them that search engines use to understand the world and answer questions directly.
It powers features like the information panels that appear beside search results for known people, places, and brands. Being represented in it, through structured data and authoritative mentions, improves how confidently engines and AI systems describe your brand. It is the structured memory behind much of modern and AI search.
Graph entry is earned through corroboration: the same facts about the entity stated consistently across your site, your profiles, directories and independent coverage. Structured data is the machine-readable half, Organization schema with sameAs links tying your properties together; the other half is external sources repeating the same name, description and details. The payoff extends past the visible panel: graph-confirmed entities are what search and AI systems can mention with confidence. For a business whose name collides with something better known, this work is the difference between being found and being mistaken.
Example
Search "Siam Paragon" and the panel shows hours, address, photos: the mall is a Knowledge Graph entity with dozens of confirmed attributes. A new agency has no panel; to earn one it needs the graph to trust facts about it: consistent Organization schema, a stable name-address-phone across the web, a Wikipedia-grade citation trail. Panels are the visible symptom; the graph entry is the asset.
Frequently asked questions
- How does my business get into the Knowledge Graph?
- Through corroborated facts: consistent Organization schema with sameAs links, identical details across your site and major profiles, and independent sources describing you the same way. The graph confirms what multiple sources agree on.
- How do I fix wrong information in a knowledge panel?
- Claim the panel where Google offers it and suggest corrections, then fix the sources feeding it: your site, Wikipedia and Wikidata where applicable, major directories. Panels update on their own schedule; corrected sources are what eventually move them.
Related terms
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