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AEO Canon · the reference for answer-engine optimization
AEO Glossary

Entity

An entity is a distinct, identifiable thing — a person, company, product, or place — that AI systems recognize and reason about as a single, consistent node rather than as loose strings of text.

BBurke Atkerson

An entity is a real-world thing the machine knows as one consistent identity. Where old search matched keyword strings, modern engines understand entities — your brand, your founder, your product — as discrete nodes with attributes and relationships, so they can connect everything written about you into a single, coherent understanding.

Becoming a recognized entity is foundational to AEO. If an engine isn't sure that "your brand" in one place is the same "your brand" mentioned elsewhere, it can't accumulate trust in you or confidently recommend you. Recognition comes from consistent identity signals (the same name, description, and details everywhere) and from being corroborated across the web — the authority and credibility pillars. A clear entity is what lets scattered branded mentions add up.

Example. When an engine knows that "Acme Tools," the Acme on LinkedIn, and the Acme cited in a trade publication are all one company, it can answer "is Acme Tools reputable" with confidence. Until it makes that connection, you're just unlinked strings of text.

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