Free. No signup for first run.

Score keywords by
intent and fit.

The same keyword is high-value for one business and a waste of time for another. Generic intent classifiers don't know your business. Paste up to 10 keywords plus your site URL. See intent, funnel stage, and fit-to-your-business per keyword.

Free. First scoring run needs no account. Create a free account to save lists and rerun more often.

What gets scored.

Per keyword: intent type, funnel stage, and fit to your specific business. The fit score is the part nobody else does.

Intent: informational, commercial, transactional, navigational. Plus the sub-type (comparison, how-to, definition, brand search, etc.).

Funnel stage: TOFU, MOFU, BOFU. Helps you decide whether the keyword belongs in a blog post, a product page, or a comparison piece.

Fit to your site: we read your About page and a few articles to understand your business model and audience. Then we score whether the keyword aligns. A retail shoe site and a running blog and a yoga studio all get different scores for "best running shoes."

Worked example

Same keyword. Three businesses. Three scores.

Keyword: "best running shoes for flat feet". Here's how it scores across three different sites.

A specialty running retailer

FIT: 9/10
Intent: commercial Funnel: BOFU Shape: comparison + product

Highest-fit. You sell shoes. The query is ready to buy. The right page is a curated comparison with product cards, expert fitting notes, and direct add-to-cart paths.

A running coach with a content blog

FIT: 6/10
Intent: informational + commercial Funnel: TOFU Shape: deep guide

Moderate fit. You can rank with a deep guide on flat-feet biomechanics and shoe selection criteria. Affiliate revenue is possible but you're competing against retailers with stronger commercial intent signals.

A yoga studio's local marketing blog

FIT: 2/10
Intent: commercial Funnel: BOFU Shape: comparison

Off-target. You don't sell running shoes. Even if you rank, the traffic doesn't convert. Skip this and focus on yoga-aligned queries.

Questions people ask.

  • Ten in the free tier. Bulk uploads (hundreds at a time) in the paid product.

  • No. Intent and fit only. Volume requires paid keyword data sources (Semrush, Ahrefs, Keywords Everywhere) and we don't pay those in the free tier. Use this tool to qualify keywords. Use a volume tool separately to size the opportunity.

  • That's the whole point. Intent depends on context. "Best running shoes" is a BOFU transactional query for a shoe retailer, a TOFU enrichment query for a running blog, and off-target for a yoga studio. Tools that score keywords without your business context are giving you half the answer.

  • No. You can run it without a URL and get intent and funnel stage classification. But the fit score (the most useful part) requires a URL so we can read what your business actually does.

  • Yes. First run needs no signup. More with a free account. The model behind the scoring is small and cheap, so we don't need to gate the tool.

Stop chasing keywords
that don't fit your business.

Free account. Magic-link signup. Save keyword lists, rerun as your business sharpens, build a real keyword strategy.