Search Engine Optimization (SEO)
SEO & AI Search
Search engine optimization (SEO) is the practice of improving a website so search engines can find, understand, and rank its pages for relevant searches.
Search intent is the goal behind a search: what a person actually wants to accomplish when they type or speak a query. In search engine optimization, it is usually grouped into four types: informational (learn something), navigational (reach a specific website or page), commercial investigation (compare options before deciding), and transactional (buy or take an action). Knowing the intent tells you what kind of page or answer will help the searcher, not just which words to use.
Also called user intent, keyword intent, query intent
Imagine a specialty coffee roaster that sells beans online and runs a café. The owner notices that each of these searches signals a different goal.
Most search engine optimization (SEO) guides sort searches into four broad types. The labels vary a little between tools and guides, and there is no single official standard, but the core ideas are consistent.
Many guides also treat local intent (finding a nearby business, checking whether it is open, or looking up its address) as its own category. Google’s Search Quality Rater Guidelines, written for the people who evaluate its results, also list visit-in-person searches as a separate type. Search intent is one part of SEO: it shapes what you create, while the rest of SEO helps that content get found and understood.
You can usually work out intent with two checks.
Treat modifiers as clues, not rules. “Espresso machine price” could come from someone ready to buy or someone still setting a budget. When the wording and the results point in different directions, give more weight to the results. Results can also vary by location and change over time, so recheck important queries now and then.
Once you know the intent, match both the page type and the format to it. Someone searching “how to descale an espresso machine” wants clear steps, not a product page for descaling tablets. Someone searching “descaling tablets” more likely wants to compare or buy, not read a long tutorial. A well-written page in the wrong format often misses the mark, because it answers a question the searcher did not ask.
Many queries have mixed intent, where the results show a blend of guides, product pages, and local listings. Short, broad queries such as “cold brew” are a common example: some people want a recipe, some want to buy a bottle or a brewer, and some want a nearby café. You have two practical options: build one page for the dominant intent with clear paths to the others, or create separate pages for each need.
Intent also tells you when a click is less likely. For quick facts, the answer may appear right on the results page, so the search ends without a click to any website. That outcome is known as zero-click search.
Search intent still applies when people use AI assistants such as ChatGPT, Claude, or Gemini, or AI search tools such as Perplexity. The difference is that people tend to ask longer, more specific questions and add context. Instead of typing “espresso beans,” someone might ask, “I have a home espresso machine and like rich, nutty flavors. Which beans should I try, and where can I buy them?”
That single question mixes commercial and transactional intent, and follow-up questions keep refining it. Semantic search is how a system matches a query to content by meaning rather than exact words. Search intent is what the person wants to get done, and that is still where content planning starts.
In practice, this means answering specific questions directly, covering the comparisons and constraints people mention (budget, brew method, taste), and keeping practical facts like prices, hours, and availability clear and current. This overlaps with answer engine optimization (AEO), a loosely defined practice focused on being useful in answer-style results.
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