How Knowledge Graph differs from Entity SEO, Schema.org
A knowledge graph is the engine's internal representation of how entities relate. Entity SEO is the practice of making your content legible to that representation.
How Mentionwell handles Knowledge Graph
- Schema.org markup so entities are explicit on every article.
- sameAs links to Wikipedia, Wikidata, and official references to help engines anchor each entity.
- Consistent entity naming so the same concept resolves to the same node across the site.
Frequently asked questions about Knowledge Graph
What is the Google Knowledge Graph?
Google's structured database of entities (people, places, things, concepts) and their relationships. Launched 2012; powers the right-rail Knowledge Panel, entity disambiguation, and AI Overviews.
How do LLMs use knowledge graphs?
Some are explicitly grounded against graphs like Wikidata. All implicitly learn entity relationships from training data — which is why being consistently named and described across the web matters.
See also
Ship Knowledge Graph-optimized articles automatically
Mentionwell handles Knowledge Graph on every published article — alongside the other six optimization targets in this glossary — so you don't have to think about it per post. Drop a domain, approve the first headline, watch the pipeline run.