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

Disambiguation

Disambiguation is how AI systems decide which specific entity a name refers to when several share it, and giving clear context helps ensure they connect mentions to the right you.

BBurke Atkerson

Disambiguation is sorting out which "Apple," or which "you," is meant. Many names are shared — companies, people, products — so engines must decide which entity a mention refers to using surrounding context. Get it wrong and your mentions get attributed to someone else, scattering the trust you've earned.

Helping engines disambiguate is part of the authority pillar. Consistent identifying details, a distinctive description, and sameAs links to authoritative profiles all give engines the context to map a mention to the correct node in the knowledge graph. It matters most when your brand or personal name collides with a more famous one — clarity is how you avoid being merged into, or overshadowed by, the wrong entity.

Example. If your consultancy is named "Summit" — a name dozens of businesses share — pairing every mention with consistent location, industry, and profile links helps an engine tell your Summit apart from the rest and credit your reputation to you.

Relevant pillar

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