AEO Dictionary

Knowledge Graph

A Knowledge Graph is a database that focuses on understanding the meaning and context of entities (people, places, things, or concepts) and the relationships between them. This structured, interconnected web of information allows both traditional search engines and AI answer engines to process information semantically, moving beyond simple data points to establish comprehensive understanding.

Why It Matters

Search engines have shifted away from strict matching searches to Semantic Search, this also means that there is a shift in what content preforms and not. If you want to know more about this we recomend reading Creating content for Answer engines 

How We Use It at Soprano

We use Schema Markup to explicitly define our organization, people & product as entities, helping populate the Knowledge Graph and ensuring accurate representation in Knowledge Panels.

Citations

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FAQ

How do I get into the Knowledge Graph?

Establish authority by using Schema markup, claiming your Google Business Profile, and getting cited on authoritative sources like Wikipedia or Wikidata.

What is the difference between the Graph and the Panel?

The Knowledge Graph is the underlying database; the Knowledge Panel is the visual box on the SERP that displays data from that graph.

Why is the Knowledge Graph important for AI?

Why is the Knowledge Graph important for AI?