Fundamentals
Written for people first, and structured so the AI engines that now answer these questions describe you accurately.
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What is entity authority and how do you build it?
Entity authority is how confident Google and the AI engines are that they know who an entity is and that what they know is reliable. It is built from the strength and consistency of the signals that define the entity - Wikipedia, Wikidata, the official site with schema, authoritative directories, and credible third-party citations - and it rises most when those signals agree rather than simply pile up.
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How do I get a Google Knowledge Panel?
You cannot request a Knowledge Panel directly. Google generates one automatically once it is confident enough about an entity. The way to earn a panel is to build the entity signals Google reads: an accurate Wikidata entry, a Wikipedia article where notability supports one, structured data on your own site, and consistent third-party references that all describe the same entity the same way.
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What is the difference between a keyword and an entity in search?
A keyword is a search query like 'reputation management'; an entity is a recognized thing like 'Five Blocks' the firm. SEO targets keyword ranking, while reputation work increasingly targets entity recognition, because AI engines and Knowledge Panels operate on entities, not strings.
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What is entity optimization?
Entity optimization is the process of helping search engines like Google and AI answer engines like ChatGPT understand who or what a client is, using structured signals from across the web so the entity is recognized accurately. A well-optimized entity is more likely to earn a Knowledge Panel and to appear accurately in AI-generated summaries.
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How does entity optimization differ from traditional SEO?
SEO targets keyword ranking on pages; entity optimization targets recognition as a distinct identity in Google's Knowledge Graph and the AI engines. That takes a different toolkit: schema markup, Wikidata, Wikipedia, and sameAs links, not just on-page tactics.
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