Search intent is the goal behind a query, and SEO practice groups it into four main types. Informational intent means the person wants to learn or understand something — queries with words like how, what, why, guide or tutorial — best served by a blog post or how-to. Navigational intent means they want to reach a specific website, page or place — a brand name, login, official site, near me, or a typed URL — served by that brand’s homepage, login or local page. Commercial (or commercial-investigation) intent means they are researching before a purchase — best, top, review, vs, comparison, alternatives, cheap — served by a comparison, review or roundup. Transactional intent means they are ready to act — buy, price, coupon, deal, order, subscribe, download — served by a product, pricing or landing page. Matching your page’s content type to the query’s intent is one of the most common reasons a page ranks or fails to rank, which is why classifying keywords by intent is a core keyword-research step. AnyTool’s classifier labels each keyword by these four types from its signal words and suggests the content type to build.

Classifying intent from the words in a keyword — the modifiers like how, best, buy or login — is a fast, transparent way to triage a large keyword list, and for clear cases it is quite reliable: “how to…” is almost always informational and “buy… online” is almost always transactional. But it is a heuristic, not a definitive analysis. The most reliable way to determine intent is to analyse the search results themselves: Google has already evaluated thousands of pages to decide what satisfies a query, so the top results reveal the intent — if they are blog posts the intent is informational, if they are comparison pages it is commercial, if they are product pages it is transactional, and if they are one brand’s own pages it is navigational. Many keywords are also ambiguous or mixed-intent — “best running shoes to buy” is both commercial and transactional, and a bare word like “coffee” could be almost anything. So use a signal-word classifier to sort and prioritise quickly, then confirm the keywords that matter by checking the real SERP before you commit content.

Each search intent is best matched by a specific type of page. For informational keywords — how-tos, definitions, guides — create a blog post, tutorial or in-depth guide that teaches the topic. For commercial-investigation keywords — best, top, review, vs, alternatives — create a comparison, a review or a “best X” roundup that helps the reader choose. For transactional keywords — buy, price, order, subscribe, download — create a product page, pricing page or a conversion-focused landing page that lets the person act. For navigational keywords — a brand name, login, official site, near me — the right result is usually that brand’s own homepage, login page or local/store page, so this is mostly about your own branded terms and local listings rather than new content. The content format and angle matter too, which is why you confirm on the SERP: study what already ranks (a listicle, a step-by-step guide, a product grid) and match it. AnyTool’s classifier suggests a content type for every keyword so you can plan your content map by intent.

The Search Intent Classifier is 100% client-side: the keywords you paste are matched against built-in signal-word lexicons with ordinary JavaScript on your device — nothing is fetched, uploaded, logged or stored on a server, and no CDN is called for processing. That makes it safe for unpublished keyword research, client lists and confidential content strategy without exposing them. It classifies live as you type, ignores duplicate lines, shows a live intent breakdown with a distribution bar, lets you filter the table by intent, and offers a copyable report and CSV export; it works offline once cached as a PWA, supports dark mode and a mobile layout with a sticky Sample / Copy bar. The logic is a small pure engine (searchIntentEngine.ts) with no new dependency — everything runs locally in your browser.