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Validation

Keyword Density & Consistency

Check if a text maintains a clear thematic focus, without excessive repetition or loss of coherence in the main terms.

Keyword Density

Analyze keyword frequency in the content to detect over-optimization or lack of relevance.

A balanced density (1-2%) helps to rank without falling into keyword stuffing.

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WHAT DOES DENSITY AND CONSISTENCY CHECK?

This tool measures the weight of key terms within a text and helps detect loss of focus, artificial repetition, or absence of the main topic.

It does not aim to enforce an exact density, but to check whether the content maintains a reasonable semantic signal.

  • Term weight:

    Calculates occurrences and percentage within the text.

  • Consistency:

    Compares expected terms with the actual content.

  • Overuse risk:

    Flags excessively aggressive repetitions.

  • Useful summary:

    Returns clear metrics for editorial review.

Questions about keyword density

Common questions about repetition, topical focus, and semantic consistency.

Is there an ideal keyword density?
No. A fixed density does not guarantee quality. What matters is that the text is clear, natural, and aligned with its intent.
Does repeating a word many times help?
Not necessarily. Excessive repetition can harm readability, trust, and the natural flow of the content.
Is it useful for AI-ready content?
Yes. It helps check whether the text keeps core entities and terms consistently recognizable for search engines and AI models.