Keyword Intent Classifier
A simple, transparent rule-based classifier that suggests whether a keyword looks informational, commercial, transactional or navigational.
This is a transparent, rule-based classifier looking for common patterns (e.g. "buy", "price" → transactional; "how", "what" → informational). It is not a trained ML model and won't catch every case — treat it as a quick sanity check, not ground truth.
Frequently Asked Questions
Is the Keyword Intent Classifier really free?
Yes — unlimited use, no signup, no credit card. We built these tools to help you audit sites without paying for a data subscription.
What does the keyword intent classifier do?
It labels a keyword as informational, navigational, commercial or transactional based on the signal words it recognises, such as "how to", "best" or "buy".
Where does the classification run?
Everything runs in your browser. The tool does not look up live search results.
How accurate is it?
It is a rule-based guide. For important keywords, check the actual Google results to confirm what type of page ranks.
Search intent is the "why" behind a search — is the person trying to learn something, compare options, buy right now, or find a specific site? Matching your content to the dominant intent behind a keyword is one of the most important (and most overlooked) parts of SEO: a perfectly optimized product page will never rank for an informational query, and vice versa. This tool makes a transparent, rule-based guess at a keyword's likely intent based on the words it contains.
How to Use This Tool
Type a keyword or search phrase. The tool instantly classifies its likely intent based on signal words it recognizes. Everything runs in your browser.
What This Tool Checks
Looks for common intent-signal words — like "buy," "price," "cheap" (transactional); "best," "vs," "review" (commercial investigation); "how," "what," "guide" (informational); and "login," "near me" (navigational) — and reports the most likely intent with a short explanation.
Understanding Your Results
The classification is a quick heuristic, not a definitive answer. Many keywords are genuinely ambiguous or mixed-intent, and the only ground truth is what actually ranks — so always sanity-check by searching the keyword yourself and seeing what type of pages Google rewards.
SEO Best Practices
Group your target keywords by intent and build the right page type for each cluster. Confirm intent by examining the current top-ranking results — if they're all listicles and you've built a product page, Google is telling you what intent it associates with that query.
Example
Classifying "buy backlinks cheap" returns Transactional — signaling you'd want a clear service/pricing page for that term, not a blog post. Classifying "what is domain authority" returns Informational.
Common Mistakes to Avoid
Don't rely solely on the keyword's words — always verify against the actual SERP. Don't force a single page to serve multiple conflicting intents.
Targeted guest-post backlinks help your pages climb for the keywords that matter.
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