The Keyword Density Intellect
Beyond simple counting. Unlock deep semantic insights with N-gram analysis and density health scores to perfect your content strategy.
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Mastering the Art of Semantic Frequency
Modern SEO isn't just about repeating a keyword anymore. Google's Hummingbird and BERT algorithms focus on **Semantic Relevance** and **Context**.
A high keyword density can actually hurt your rankings through "Keyword Stuffing" penalties. Our tool helps you find the "Goldilocks Zone"—just enough presence to signal relevance, but varied enough to feel natural and authoritative.
The N-Gram Advantage
"1-Gram (words), 2-Gram (phrases), and 3-Gram analysis gives you a multi-dimensional view of your content's structure. It reveals not just what you say, but the patterns of how you say it."
Optimization Checklist
- 1
Avoid Over-Optimization
Keep individual 1-gram keyword density below 2.5% to avoid spam filters.
- 2
Vary Your Phrases
Use synonyms and LSI (Latent Semantic Indexing) keywords to build topical authority.
- 3
Prioritize Readability
If a keyword feels forced, it probably is. Write for humans, optimize for bots.
- 4
Target the Top 3
Ensure your primary and secondary keywords are in the top 5 most frequent phrases.
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