Entity SEO ensures that search engines and AI systems can clearly recognise brands, people, products, services and topics and relate them to one another. It goes beyond pure keyword optimisation.
While classic asks which a website ranks for, additionally asks whether machines clearly understand who a brand is, what it offers and which topics it is associated with.
SEO connects several areas: a visible entity definition, , sameAs, author profiles, , and a consistent across external profiles.
Two typical weaknesses are an unclear entity definition (the core entity is vague or purely promotional) and low entity coverage (important entities, attributes and relationships are missing from content or markup).
Importantly, entity SEO guarantees neither a knowledge panel nor a mention in AI answers. It does improve the conditions for a brand to be recognised as distinct, topically relevant and trustworthy. must always match the visible content.