Search Intent Classifier

Classify keywords into informational, navigational, commercial investigation, or transactional intent with content type, CTA, and funnel stage recommendations.

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Search Intent Classifier

Classify keywords into informational, navigational, commercial, or transactional intent and get content recommendations.

Input

Intent Distribution

Informational
0
0%
Navigational
0
0%
Commercial Investigation
1
100%
Transactional
0
0%

Classification
MOFU

Keyword
best seo tools 2026
Primary Intent
Commercial Investigation
100% confidence
Secondary Intent
None
Single-intent keyword
Recommended Content
Best-of List / Roundup
Suggested CTA
See full comparison
Signal Matches
best
Score Breakdown
Informational0%
Navigational0%
Commercial Investigation100%
Transactional0%

Example Classifications

what is content marketing
Informational
best project management tools
Commercial
buy macbook pro
Transactional
figma login
Navigational
how to learn javascript
Informational
semrush vs ahrefs
Commercial
cheap flights to tokyo
Informational
slack download
Transactional
top seo agencies
Commercial
canva pricing
Transactional
meaning of roi
Informational
order pizza online
Transactional
notion alternatives
Commercial
python tutorial
Informational
stripe signup
Transactional
best wireless headphones 2026
Commercial
amazon prime login
Navigational
how does blockchain work
Informational

Frequently Asked Questions

What is search intent?

The goal a user has when typing a query. Four categories: informational (learn), navigational (reach a site), commercial investigation (compare), transactional (act/purchase).

How does it work?

Runs in your browser with a weighted signal-word dictionary. Each keyword is scanned for signals ("best", "buy", "how to", "login") and the highest-scoring category wins.

Why does intent matter?

Matching page content to intent is the biggest ranking factor after relevance. Transactional needs a product/pricing page; informational needs a guide.

Is the Search Intent Classifier free to use?

Yes, the Search Intent Classifier is 100% free with no registration, no hidden fees, and no usage limits. All processing happens locally in your browser, ensuring complete privacy.

Is my data safe with this tool?

Absolutely. The Search Intent Classifier processes everything client-side in your browser. No data is uploaded to or stored on any server. Your content remains private on your device at all times.

Does the Search Intent Classifier work on mobile devices?

Yes, the Search Intent Classifier is fully responsive and works on smartphones and tablets. You can use it on any device with a modern web browser -- no app download required.

Do I need to create an account to use this tool?

No account or registration is needed. Simply open the Search Intent Classifier in your browser and start using it immediately. There are no sign-up walls or usage restrictions.

Does this tool follow Google's latest guidelines?

Yes, the Search Intent Classifier is built following current Google Search guidelines and best practices. We regularly update the tool to reflect changes in search engine requirements.

How do I use the Search Intent Classifier?

Simply enter your input in the provided field, adjust any settings to your preference, and the tool will process it instantly. You can then copy the result to your clipboard or download it.

Which browsers are supported?

The Search Intent Classifier works in all modern browsers including Chrome, Firefox, Safari, Edge, and Opera. For the best experience, use the latest version of your preferred browser.

What is the difference between commercial and transactional search intent?

Commercial investigation queries come from people who are still comparing options before they commit, so they use signals like "best", "vs", "review", "alternative", and "top 10". They want a comparison page, roundup, or review article and sit in the middle of the funnel (MOFU). Transactional queries come from people ready to act right now, marked by signals like "buy", "price", "discount", "near me", and "free trial". They want a product, pricing, or signup page and sit at the bottom of the funnel (BOFU). The practical upshot: a commercial keyword that lands on a hard sales page feels premature, while a transactional keyword stuck on a long guide loses the sale. Paste your keyword to see which of the two it leans toward, along with the recommended page type and call-to-action.

How do I map keywords to the right funnel stage (TOFU, MOFU, BOFU)?

Funnel stage follows directly from intent, so the easiest way is to classify each keyword first. Informational queries ("how to", "guide", "meaning") are top of funnel, or TOFU, where you build awareness with blog posts and tutorials. Both commercial investigation ("best", "vs", "review") and navigational queries map to the middle, MOFU, where comparisons and brand pages nurture the decision. Transactional queries ("buy", "price", "free trial") are bottom of funnel, BOFU, where product and pricing pages close. This tool tags every keyword with its stage automatically, so you can group a whole list by TOFU, MOFU, and BOFU and spot where your content is thin. Run a list in bulk mode, sort by funnel, and export the CSV to drop straight into a content plan.

Can one keyword have more than one search intent?

Yes, and mixed intent is common. A query like "notion pricing review" carries both commercial investigation signals ("review") and transactional ones ("pricing"), so it does not belong cleanly to a single bucket. This tool handles that by scoring all four intent categories for every keyword, then reporting the highest scorer as the primary intent and a meaningful runner-up as a secondary intent worth addressing too. A strong secondary tells you the page should serve two needs at once, for example a comparison article that also links clearly to a buy or signup action. The score breakdown shows the exact split across informational, navigational, commercial, and transactional, so you can judge how mixed a term really is rather than forcing it into one label. Classify your keyword to see its primary and secondary intent side by side.

How accurate is automatic search intent classification?

Automatic classification is a fast, rules-based first pass, not a replacement for checking the live SERP. This tool scans each keyword against a weighted dictionary of signal words, giving multi-word phrases like "pros and cons" more weight than a single short word, then reports a confidence percentage so you can see how decisive the match was. High confidence on a clear signal is very reliable; a low score or a flagged fallback means no strong signal was found and the result is a best guess. Because the dictionary leans on English terms, accuracy is highest for English keywords. For high-stakes pages, treat the output as a way to prioritize and group hundreds of terms quickly, then confirm the top targets by looking at what already ranks. Paste a keyword to see its confidence score and the exact signals that drove the result.

How do I find content gaps using the intent distribution of my keywords?

Run your full keyword export through bulk mode, one term per line, and the tool builds a distribution chart showing how your set splits across informational, navigational, commercial, and transactional intent. That split is itself a content-gap signal. A keyword universe that is almost entirely informational warns you that you have plenty for learners but nothing built for buyers, so commercial and transactional traffic is slipping away. A set with no informational coverage means you are missing the top-of-funnel content that feeds everything below it. Compare the chart against the pages you actually publish to find where demand exists but a matching page does not. You can sort the results by intent or funnel stage and download a CSV with content-type and CTA suggestions for each term. Paste your keyword list to see your intent distribution instantly.

Embed This Tool

Add a free, live version of this widget to your own website or blog post — it runs entirely in your visitors' browsers, with a credit link back to The Toolbox.

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<iframe src="https://getthetoolbox.com/embed/search-intent" title="Search Intent Classifier — The Toolbox" width="100%" height="220" style="max-width:480px;border:1px solid #e2e8f0;border-radius:12px" loading="lazy"></iframe>
<p style="font-size:12px;margin:4px 0 0"><a href="https://getthetoolbox.com/seo-tools/search-intent?utm_source=embed&utm_medium=widget" target="_blank" rel="noopener">Free Search Intent Classifier</a> by The Toolbox</p>

About the Search Intent Classifier

The Search Intent Classifier sorts any keyword into the goal behind it: is the searcher trying to learn something, reach a specific site, weigh up their options, or take an action? It assigns one of four intent categories, scores its confidence, suggests the funnel stage, and recommends the kind of page and call-to-action that usually wins that query. SEO specialists, content strategists, and PPC marketers use it to make sure the page they build matches what Google rewards for a term — the single biggest factor in ranking after basic relevance.

Everything runs in your browser. Your keyword list is never uploaded to a server, there is no sign-up, and there is no cap on how many terms you can run. Because the classification is a local dictionary lookup rather than an API call, results appear instantly and the tool keeps working offline once the page has loaded.

The four intent types it detects

Search intent is the objective a user has when typing a query. The classifier maps each keyword to one of these:

  • Informational — the searcher wants to learn (signals like what, how to, guide, meaning, examples). Best served by a blog post, tutorial, or FAQ. Top of funnel (TOFU).
  • Navigational — they want to reach a specific site or page (login, official website, dashboard, a .com). Best served by a homepage, brand, or login page. Middle of funnel.
  • Commercial investigation — they are comparing before buying (best, vs, review, alternative, top 10). Best served by comparisons, roundups, and review articles. Middle of funnel.
  • Transactional — they are ready to act (buy, price, discount, near me, free trial). Best served by a product, pricing, or signup page. Bottom of funnel (BOFU).

How the classification works

Each keyword is lowercased and scanned against a weighted dictionary of signal words for all four categories. Short tokens are matched on word boundaries so app does not falsely fire inside happen, while multi-word phrases and top-level domains are matched as substrings. Signals are weighted by specificity: a multi-word phrase such as pros and cons counts more than a single short word, so a precise signal can outweigh several weak ones. The highest-scoring category becomes the primary intent, and a meaningful runner-up is flagged as a secondary intent worth addressing too.

For every keyword you get a confidence percentage (the winning category's share of total signal weight), a full score breakdown across all four intents, and the exact signal words that triggered the result, highlighted in the keyword itself. If a term contains no recognized signals, the tool falls back to a sensible best guess — a short capitalized phrase is treated as navigational (likely a brand), anything else defaults to informational — and flags the result as a fallback rather than a confident match.

Single keywords or whole lists

Work one term at a time in single mode, or paste a list — one keyword per line — in bulk mode to classify a full export from a keyword tool at once. Bulk results appear in a sortable view you can order by keyword, intent, confidence, or funnel stage, alongside a distribution chart showing the intent split of your whole set. That split is itself a quick content-gap signal: a keyword universe that is almost entirely informational warns you that you have nothing built for buyers.

You can copy the results to your clipboard or download a CSV that includes the keyword, primary and secondary intent, confidence, funnel stage, recommended content type, suggested CTA, and matched signals — ready to drop into a content brief or editorial calendar.

Because the dictionary leans on English signal words, the classifier is most accurate for English keywords. Treat its output as a fast first pass to prioritize and group terms, not as a final verdict that replaces checking the live SERP for high-stakes pages.