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Keyword Intent Classifier

Search intent is why someone typed the query. This tool sorts keywords into informational (learn), commercial (compare), transactional (buy or sign up) and navigational (find a brand). Match the page to that job.

The tool

Try it here

Use this after you have a keyword list or a cluster. Do not write a “what is” article for a query that wants a demo form.

Learn, compare, buy, or find a brand

Intent by line

Why it helps

Why you need a Keyword Intent Classifier

Informational: they want an explanation (what is a UTM). Commercial: they are comparing options (best utm builder). Transactional: they are ready to act (book a demo, utm builder free). Navigational: they want a specific brand or login (acme login).

A mismatch is a bounce. Ranking a blog post for a transactional query often loses to a tool or a pricing page.

Paid and organic share this idea. An RSA (RSA = Google’s multi-headline search ad) for “book a demo” should not land on a glossary.

INTENT IS THE PAGE TYPEINTENT IS THE PAGE TYPELearnhow / what / whyComparebest / vsBuyprice / demoA how-to article will not close a pricing query. Match the page to the search.Navigational is “find the brand.” Do not rank a blog post against your own homepage.
Rules of thumb, not a crystal ball. Check the real SERP before you commit a URL.

When

When to use it

  • When you are choosing between a guide, a tool page, a comparison, or a demo URL.
  • When a cluster looks mixed - half “what is,” half “buy.”
  • When paid search and SEO are bidding on the same terms with different landing pages.
  • Before you write the title. Intent decides the promise in the title.

How

How to use it

  1. 1Paste keywords, one per line.
  2. 2Read the label: informational, commercial, transactional, or navigational.
  3. 3Assign a page type that fits: article, comparison, tool or pricing, homepage or login.
  4. 4If one list has all four intents, split it. Do not force one URL to do four jobs.
  5. 5Then cluster the terms that share both topic and intent.

Example

Example: intent for Acme’s keyword list

Same list as clustering. google-in-demo-exact-2026q3 is transactional. The blog is informational. Do not mix the landing pages.

You put in

Keywords
what is a utm, best utm builder, utm builder, book a product demo, acme login

You get

what is a utm - informational - blog guide
best utm builder - commercial - comparison or tool page with proof
utm builder - transactional / commercial - free tool page
book a product demo - transactional - https://acme.com/demo
acme login - navigational - login or homepage

Five terms, four jobs. “utm builder” can live on the tool. “book a product demo” belongs on /demo. Linking them is fine. Ranking them as one page is not.

Result

What this changes for you

The page matches what Google and the searcher already expect. You stop sending buy-intent traffic to a 2,000-word definition.

Common mistakes

  • Treating every keyword as transactional because you have a demo to sell.
  • Writing a 3,000-word guide for a navigational query. They wanted the brand, not a lecture.
  • One landing page for informational and transactional ads. Paid will look expensive. Organic will confuse Google.
  • Ignoring commercial intent. Comparison queries often need a table and proof, not a soft blog intro.

FAQ

Keyword Intent Classifier FAQ

What is keyword intent?

Keyword intent is why the searcher typed the query. The four common types are informational (learn), commercial (compare), transactional (act or buy) and navigational (find a brand).

What are the four types of search intent?

Informational: learn something. Commercial: compare options. Transactional: buy, sign up, or use a tool. Navigational: reach a specific site, login or brand page.

How do I match a page to keyword intent?

Give informational queries a clear guide. Give commercial queries comparison and proof. Give transactional queries a tool, pricing or demo. Give navigational queries the real destination, not a blog post.

Can one page target more than one search intent?

A little overlap is normal. If the jobs are truly different (what is vs book a demo), use two URLs and link them. One page trying to do both often ranks for neither.