From keywords to search intent

Lesson 4 of 8 · 25 min · part of the AI SEO & GEO Specialist certification

A keyword is what people type; intent is what they want. Ranking — and being cited — depends on matching the format and depth the searcher expects. AI makes intent mapping fast: give it a keyword list and ask it to classify and cluster, then verify by looking at the actual results page.

Interactive exercise: Match the query to its intent

Conversational AI has stretched queries: people now ask full questions with context ("I run 30 km a week on trails, which shoes should I replace first?"). Answer engines break such prompts into several sub-searches (often called query fan-out) and assemble an answer. Pages that cover a topic thoroughly — including the follow-up questions — get retrieved for more of those sub-queries.

Interactive exercise: An AI-assisted topic cluster workflow