Knowledge graph
A knowledge graph represents entities and their relationships as structured information. It can connect a business to its location, products, people or official website. Google’s Knowledge Graph is one specific implementation. A knowledge graph is not the same thing as the visible knowledge panel that a search product may build from several information sources.
Why it matters for a business
Relationships give names context. A business owner benefits from accurate public identity and service information, particularly when there are branches or similar names. Adding structured facts to your site does not prove inclusion in a provider’s graph.
Example and evidence
A local business and its city are separate entities related by location. The Index organizes recommendations by category and place, which is useful context for interpreting a name. The Index does not claim to expose Google’s private knowledge graph or its internal relationships.
Explore category and location context
What to do next
Document the real relationships on your site: who operates the business, where it serves customers and which profiles are official. Correct conflicting listings. Treat a knowledge panel as a product result to verify, rather than something a schema snippet can promise.
Common question
Related terms
Sources and method
Sources checked on 2026-10-09. Examples marked illustrative are not measured business results.
Check your own business in AI answers
Run the free scan to see which assistants name your business and which facts need attention. A scan is a sample, not a promise of future recommendations.