Episode

The Entity Layer: Why Google Knowledge Panels Control AI Citations

Podcast

Answer Engine Optimization (AEO): The AI Search Podcast

Published

May 23, 2026

Duration seconds

449

Processing state

not_requested

Canonical source

https://share.transistor.fm/s/4c0acaf4

Audio

https://media.transistor.fm/4c0acaf4/179f85b8.mp3

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/v1/public/podcasts/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/episodes/the-entity-layer-why-google-knowledge-panels-control-ai-citations

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Summary

How Knowledge Panel consistency across Wikidata, Crunchbase, and LinkedIn determines whether ChatGPT and Perplexity cite your brand — and how to claim your entity trust.