What Is Entity Recognition?
Entity recognition is when an AI system identifies your brand as a specific, real thing it knows, not an anonymous string of text. Recognised entities get recommended; unrecognised ones get treated as noise. Recognition is built from consistent, cross-referenced signals about who you are across the web.
A machine confirms you're one real brand by cross-referencing your store, social profiles, business listings, press mentions, and knowledge-graph presence. When those line up and link to each other, you read as a trustworthy entity. When they conflict, you read as scattered fragments.
The common gaps: no knowledge-graph entry, missing sameAs links between your profiles, and inconsistent business details. Each one chips away at recognition.
Common questions
How does AI decide my brand is 'real'?
By cross-referencing consistent signals about your identity across multiple independent sources, and finding no contradictions.
What is a sameAs link?
A way of telling machines that your store, socials, listings, and knowledge-graph entry are all the same brand, so they aren't treated as unrelated strangers.
Part of Does AI Trust You?read the full guide: Entity Recognition →
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Part of the AI Search Glossary. Related definitions: