Foundational definitions

Knowledge graph optimization

By Nathan Woo

What is the Knowledge Graph?

The Knowledge Graph is Google's way of understanding the world. It contains information about people, places, businesses, and concepts – and how they relate to each other.[1]

When you search for a well-known entity, the information box that appears (the knowledge panel) is pulled from the Knowledge Graph.[2]

For healthcare, the Knowledge Graph contains information about medical conditions, treatments, medications, and healthcare providers.

How to get into the Knowledge Graph

Google Business Profile: Claiming and optimizing your GBP is the most direct path to Knowledge Graph inclusion for local businesses.[2]

Wikipedia and Wikidata: Having a Wikipedia page or Wikidata entry significantly increases Knowledge Graph presence. These are editorial, so notability is required.

Structured data: Schema markup helps Google understand your entity and its attributes.[3]

Consistency: The same NAP information across all platforms reinforces your entity identity.

Knowledge Graph optimization for practices

Claim all relevant profiles: Google Business, Healthgrades, Vitals, WebMD, Zocdoc, and specialty-specific directories.

Use consistent naming: "Dr. John Smith, MD" everywhere, not variations.

Build entity relationships: Link your providers to your practice, your practice to conditions you treat, and your services to the outcomes you deliver.

Earn mentions: Being mentioned on authoritative healthcare sites strengthens your entity presence.

Key takeaways

  • The Knowledge Graph is Google's database of entities and relationships
  • Knowledge panels are powered by Knowledge Graph data
  • Google Business Profile is essential for local practice inclusion
  • Consistency across platforms strengthens entity identity

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Related problems

Common challenges this concept helps address

Sources

  1. 1Google Knowledge Graph Search API
  2. 2Google Knowledge Panel Help
  3. 3Google Search Central - Structured Data
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