Keyword Search Intent Classifier

Classify keyword search intent free online. Paste any keyword list to see whether each term is informational, navigational, commercial, or transactional.

Paste keywords (one per line)

How to Use This Tool

Paste your keyword listAdd every keyword you want classified, one per line

Click ClassifyEach keyword is matched against intent-signal patterns

Match content type to intentBuild pages that fit each keyword's actual intent

Keyword Search Intent Classifier is a free online tool that works entirely in your browser — no signup, no data uploaded, no limits.

Ranking for the Wrong Intent Wastes the Ranking

A keyword like "best wireless headphones" carries commercial research intent — the searcher is comparing options before buying. If the page that ranks for it is a single-product sales page rather than a comparison, the mismatch shows immediately in bounce rate, because the content doesn't match what the searcher actually wanted at that moment.

This classifier scans your keyword list for the linguistic patterns associated with each of the four standard intent categories, giving you a fast first pass at sorting a large keyword list by what type of content each term actually calls for.

The Four Categories and What Content Fits Each

Informational keywords ("how does compound interest work") call for explainer content — guides, definitions, tutorials. Navigational keywords ("gmail login") are searching for a specific destination and are rarely worth targeting unless it's your own brand. Commercial keywords ("best budget laptops") want comparison and review content. Transactional keywords ("buy laptop online") want a direct path to purchase — product pages, not blog posts.

Why You Should Verify, Not Just Trust the Classification

Pattern-based classification catches the obvious cases reliably but misses nuance. The most reliable check for any keyword you're seriously targeting is looking at what content type currently ranks in the top results for it — that's Google's own signal about what searchers with that query actually want.

Frequently Asked Questions

A high-volume keyword that doesn't match what your page actually offers won't convert even if it ranks. Matching content type to intent — a comparison page for commercial-intent keywords, a how-to guide for informational ones — is what turns ranking traffic into results.

Informational (seeking knowledge, like 'how does X work'), navigational (looking for a specific site or brand, like 'facebook login'), commercial (researching before a purchase, like 'best laptop for video editing'), and transactional (ready to buy or act, like 'buy laptop online').

It uses a real trained machine learning model (ML.NET, SDCA Maximum Entropy multiclass classifier) trained on 2,070 labeled keyword examples across the four intent categories. The model learned the patterns itself from labeled data, rather than following hand-written if/then rules.

It is the model's own predicted probability for the winning class. A keyword the model has seen similar patterns for during training gets high confidence; an unusual or ambiguous keyword gets lower confidence, which is a genuine signal that the keyword deserves manual review.

Generally yes, for the primary keyword you're optimizing for. A page trying to simultaneously serve informational and transactional intent often does both poorly, while a focused page matching one clear intent type tends to perform better for that specific search.