Glossary Term

AI Search

Discovery that happens through AI systems summarizing, citing, and recommending sources, rather than through a traditional ranked results page.

AI search describes the growing share of discovery that runs through AI assistants and AI-generated answer summaries instead of a classic ten-blue-links results page. The unit of competition shifts from ranking position to citability: whether an AI system trusts a source enough to quote it, link it, or build an answer around it.

Winning at AI search means being the most legible source on a topic, not just the most optimized one for a keyword.

In Practice

When an AI assistant answers a question about industry constellations by summarizing and linking back to this glossary, that is AI search working as intended — the source was structured clearly enough to be cited with confidence.

Worth Knowing

AI search does not replace traditional SEO; it adds a second, stricter test on top of it. A page can rank well and still never get cited by an AI system if its structure doesn't make the underlying facts unambiguous.

Related Terms

Structured Data

Machine-readable markup, like JSON-LD, that states what a page or entity is directly, instead of leaving a search engine or AI system to infer it from prose.

Topical Authority

The trust signal search engines and AI systems assign to a source based on how completely and consistently it covers a topic, built up over time rather than earned from a single page.

Digital Asset

Structured digital property, like a domain, a dataset, or a glossary entry, that appreciates in value as the rest of the ecosystem links to, cites, and builds on top of it. The opposite of content, which depreciates the moment it's published.

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