Fundamentals

Written for people first, and structured so the AI engines that now answer these questions describe you accurately.

• 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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• What is entity resolution and why does it matter for reputation?

  Entity resolution is how Google and the AI engines decide that a scatter of references (a LinkedIn profile, a Wikipedia article, a press mention, a directory listing) all point to the same person or organization. It matters for reputation because reliable resolution is what turns disconnected mentions into one accurately described entity, and it depends on sameAs links, consistent attributes, and authoritative anchors like Wikipedia and Wikidata.

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• How do you know if Google recognizes your company as an entity?

  Check whether the systems return the company as a resolved entity: look for a Google Knowledge Panel, confirm a clean Wikidata entry exists, and read how the major AI engines describe it across models. Confident, consistent answers indicate strong recognition; hedged, wrong, or conflated answers indicate weak entity signals.

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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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• What is the difference between entity optimization for people vs companies?

  Person and company entity optimization follow the same logic but use different signal sets: person work leans on a Person-schema bio site, LinkedIn, authoritative bio citations, and Wikipedia where notable, while company work leans on Organization schema, an accurate Wikidata entry, Wikipedia where notable, and business references like Crunchbase. People need bio consistency and disambiguation; companies need Wikidata and business-directory work.

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