What is Knowledge Graph Optimization?
Knowledge Graph measures how well your content maps to real-world entities that AI engines already understand. AI systems like Google's Knowledge Graph, Wikidata, and internal LLM knowledge bases think in terms of entities (people, organizations, concepts) and their relationships — not keywords. Content rich in specific, well-known entities signals substance to AI.
The analyzer detects named entities, counts entity relationships, and evaluates entity density. Pages with 20+ entities and explicit relationships between them earn significantly higher scores in your GEO-Score.
What Counts as an Entity
AI engines recognize several categories of entities in your content:
learnKnowledgeGraph.entityTypes.types.organization.title
learnKnowledgeGraph.entityTypes.types.organization.description
learnKnowledgeGraph.entityTypes.types.person.title
learnKnowledgeGraph.entityTypes.types.person.description
learnKnowledgeGraph.entityTypes.types.product.title
learnKnowledgeGraph.entityTypes.types.product.description
learnKnowledgeGraph.entityTypes.types.concept.title
learnKnowledgeGraph.entityTypes.types.concept.description
How to Improve Your Score
Avoid
- ✗learnKnowledgeGraph.howToImprove.avoid.items.noEntityMarkup
- ✗learnKnowledgeGraph.howToImprove.avoid.items.ambiguousNames
- ✗learnKnowledgeGraph.howToImprove.avoid.items.noWikidata
- ✗learnKnowledgeGraph.howToImprove.avoid.items.inconsistentNaming
- ✗learnKnowledgeGraph.howToImprove.avoid.items.noSameAs
Do Instead
- ✓learnKnowledgeGraph.howToImprove.doInstead.items.addOrgSchema
- ✓learnKnowledgeGraph.howToImprove.doInstead.items.linkToWikidata
- ✓learnKnowledgeGraph.howToImprove.doInstead.items.useSameAs
- ✓learnKnowledgeGraph.howToImprove.doInstead.items.consistentBranding
- ✓learnKnowledgeGraph.howToImprove.doInstead.items.claimProfiles
Quick Tips
- •learnKnowledgeGraph.quickTips.tips.createWikipedia
- •learnKnowledgeGraph.quickTips.tips.addSameAsLinks
- •learnKnowledgeGraph.quickTips.tips.useOrgSchema
- •learnKnowledgeGraph.quickTips.tips.consistentNap
- •learnKnowledgeGraph.quickTips.tips.earnMentions
Related Metrics
- E-E-A-T Signals
Author and organization entities are both knowledge graph nodes and trust signals.
- Topical Authority
Entity-rich topic clusters demonstrate deep expertise in a knowledge domain.
- Schema Validator
Schema markup with sameAs properties explicitly connects your content to the knowledge graph.