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AEO Canon · the reference for answer-engine optimization

Lesson 6 of 6

Earn a Knowledge Panel

The entity recognition that turns your brand into a known node engines can describe — earned through corroboration, not requested.

Learning objectives

  • Explain what a knowledge panel reflects.
  • Build the entity signals that earn one.
  • Avoid expecting shortcuts.

The lesson

Read the full lesson →How to Get a Google Knowledge PanelA Google Knowledge Panel is the entity box Google generates from its Knowledge Graph — proof Google recognizes you as a distinct entity. You don't create one directly; you earn it by building a well-sourced, corroborated entity, then claim it to verify and refine the facts.2 min read

Key takeaways

  • A knowledge panel reflects a recognized entity in the knowledge graph.
  • It is earned through corroboration and consistent identity, not requested.
  • Entity work that earns a panel also helps AI describe and recommend you.

Knowledge check

Knowledge check

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  1. 1. What does a Google knowledge panel reflect?

  2. 2. How do you earn a knowledge panel?