Entity SEO: How to Build a Brand Entity AI Trusts

Before an AI can recommend you, it has to be sure who you are. That's what an 'entity' is — a recognised, disambiguated thing the engine can attach facts to. Entity SEO is the work of making your brand unambiguous, and it's the single highest-leverage move for AI visibility.

It starts with schema: Organization (and Person for founders) with the same name, logo, URL and contact everywhere, plus a sameAs array linking every official profile — LinkedIn, Crunchbase, Wikidata, social. Those links tell engines 'all these are the same entity', and they fuse the mentions into one confident identity.

Wikidata is the quiet powerhouse: a structured, machine-readable record the major models lean on. A correct, well-referenced Wikidata item — and, where merited, a Wikipedia article — materially raises the odds AI describes you accurately instead of guessing or staying silent.

Consistency is the whole game: one name, one description, one set of facts, repeated everywhere. Conflicting details make the model hedge. Get the entity right and everything downstream — citations, Overviews, recommendations — gets easier, because the engine finally trusts it knows who you are.