Measuring search
What is search intent and how do you match it?
Search intent is the goal behind a query. Learn the main types, how to read intent from the results page, and how to match each page to one purpose.
The main types of intent
Search intent is what the person searching wants to accomplish. Matching it means giving them the kind of page that does that job: a guide for someone learning, a product page for someone ready to buy, a location page for someone looking for a place nearby.
- Informational
- Learning something: how to descale a kettle, what a heat pump is.
- Navigational
- Reaching a specific site or page: a brand name, a login page.
- Commercial investigation
- Comparing options before buying: best running shoes for flat feet, one product versus another, reviews.
- Transactional
- Ready to act: buy, book, sign up, request a quote.
- Local
- Looking for something nearby: a plumber near me, a coffee shop open now. Often transactional as well.
These labels are a practitioner convention. Google's Search Quality Rater Guidelines use their own terms, such as Know, Do, Website and Visit-in-person, but the idea is the same.
Read intent from the results page
The quickest way to understand intent is to search the query yourself and look at what already ranks. The results reflect what Google has found useful for that search.
- Which page types rank: guides, product or category pages, comparisons, tools, videos or local businesses.
- Which features appear: a map pack suggests local intent, shopping results suggest buying intent, a video carousel suggests people want to watch.
- How the top results frame the topic: a beginner guide, a list of options, a price-led page.
- The questions in the People also ask box, which show what searchers want to know next.
Mixed results usually mean mixed intent. In that case, choose the angle that fits your business and serve it well.
Match the page type to the intent
Decide the format before you write. A long blog post will struggle against product pages for a buying query, and a sales page will struggle against guides for a how-to query, however well each is optimized.
- Give each page one primary intent and one main topic.
- Do not make one page both teach people to fix a problem themselves and sell them your repair service. Split them and link between the two.
- If two of your pages target the same intent, merge them or differentiate them so they are not competing for the same searches.
Intent in AI prompts
People tend to write longer, more conversational requests to AI assistants than to a search box, often including their situation: a budget, a location, a constraint. One prompt can carry several intents, and the conversation continues with follow-up questions.
- Cover the follow-up questions a real customer would ask next: cost, timing, alternatives and risks.
- Answer specific situations plainly, in self-contained passages that still make sense when quoted on their own.
- Keep clear comparison and pricing information on the page, since many prompts ask an assistant to compare or recommend.
How AI engines choose their sources is not fully documented. Pages that match intent and answer clearly in plain language tend to serve both search results and AI answers.
Put it to work
- Articles and RedditArticles planned from the searches you do not answer yet, and Reddit threads worth a reply.
- Share of AnswerHow often ChatGPT, Perplexity, Gemini and Google AI Overviews cite you, prompt by prompt.
- What is GEO, and why your SEO agency should care in 2026Generative Engine Optimization is not a buzzword. Here is the concrete playbook for getting cited by AI answer engines.