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/tools/keyword-extractor

Keyword Extractor

Use this keyword extractor to pull out repeated keyword candidates from a text block for SEO, notes, and content review.

~/tools/keyword-extractorextract keywords
Top keywords
~/tools/keyword-extractor/examplesusage.txt

Example Usage

  • Extract likely repeated keywords from a draft article.
  • Check which technical terms dominate a block of notes.
  • Use it as a quick SEO sanity check before publishing.
~/tools/keyword-extractor/guideREADME.md

Keyword Extractor Explained

A keyword extractor helps you spot the terms that appear most often in a block of text. This lightweight version uses a simple frequency-based approach with stopword filtering, so it is fast and easy to run directly in the browser. It is useful for rough SEO checks, content review, note cleanup, and seeing whether a draft overuses or underuses certain terms. Because it does not understand full semantic intent, you should think of it as a quick signal tool rather than a complete keyword strategy engine. For fast inspections and first-pass review, though, it is often enough.

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FAQ

Does it understand semantic relevance?

No. It mainly looks at repeated terms, so it is better for quick inspection than deep topic analysis.

Why are some common words removed?

Stopwords are filtered out so the result focuses more on meaningful terms instead of filler words.

Is this good for SEO planning?

It is useful for a quick SEO sanity check, but full keyword planning still needs broader research and judgment.

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