How to use
- Paste your article, blog draft, or copy into the text input area (or choose a sample marketing snippet).
- Configure your filter preferences: strip grammatical stop words, set minimum word length, and threshold minimum occurrences.
- Inspect occurrences and density percentages for 1-word tokens, 2-word bigrams, and 3-word trigrams with visual distribution bars.
FAQ
What is an ideal keyword density for SEO content?
Modern search engines favor natural writing where primary keywords typically stay between 1.5% and 3.5% density. Densities exceeding 4.5% are flagged to prevent over-optimization.
What are Bigrams and Trigrams?
Bigrams are pairs of consecutive words (e.g., "machine learning"), while trigrams consist of three-word sequences ("deep neural networks"). Analyzing them exposes repetitive idioms and awkward phrasing.
Is my draft text uploaded or logged anywhere?
Never. The tokenization, stop-word filtering, and density metrics run completely client-side in your web browser. No copy is sent to external servers.