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Glossary

What is keyword intent?

Keyword intent is the underlying goal behind a search query, whether the person wants to learn something, reach a specific site, compare options, or buy right now.

The same few words can carry very different intent. "Running shoes" from someone who wants to understand cushioning types is a different query, in every way that matters, from the same phrase typed by someone who has their card out. Matching a page to the wrong version of that intent is a common reason content gets traffic but doesn't convert, or ranks but never gets read.

Matching intent matters even more for AI visibility than for classic ranking. An AI answer engine is trying to resolve one specific question in one response, and a page written for the wrong intent, a product page answering what was really an informational question, is unlikely to get pulled as source material even when its keywords line up exactly with the query.

The misunderstanding is treating intent as fixed per keyword. The same phrase can carry mixed or ambiguous intent depending on context, and writing as if one query has one settled meaning forever is how a page ends up thoroughly answering a question nobody actually asked.

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