Knowledge graph

Knowledge graph

Definition

The knowledge graph is a database that organises information into entities (people, places, organisations, products) and relationships between them. Google launched its Knowledge Graph in 2012; it powers the knowledge panels shown on the right of results and now feeds AI overviews and LLMs.

Why it matters

  • Showing in the knowledge panel boosts trust and click-through
  • A well-identified entity is more easily quoted by generative AI (GEO)
  • The knowledge graph indirectly protects the brand by anchoring an official reference

How to reinforce your knowledge graph presence

  • Implement complete Schema.org Organization markup
  • Keep NAP (name, address, phone) consistent across the web
  • Build presence on Wikipedia, Wikidata, authoritative directories
  • Strengthen EEAT signals
  • Invest in entity SEO