How Keyword Density Calculation Works
Density Formula
Keyword density is calculated using this formula:
Keyword Density (%) = (Keyword Frequency / Total Words) × 100
Example:
- Keyword: "digital marketing"
- Keyword appears: 15 times
- Total words: 500
- Density: (15 / 500) × 100 = 3%
Keyword Matching Methods
1. Exact Match: Finds the exact keyword phrase
2. Case-Insensitive: Matches "Keyword", "keyword", "KEYWORD"
3. Whole Word Match: Matches complete words only (avoids partial matches)
Stop Words Filtering
Common stop words are filtered when analyzing top keywords:
- Articles: a, an, the
- Prepositions: in, on, at, to, for
- Conjunctions: and, but, or
- Pronouns: I, you, he, she, it
- Common verbs: is, are, was, were, be
Top Keywords Algorithm
- Split text into individual words
- Remove stop words and punctuation
- Count frequency of each remaining word
- Sort by frequency (descending)
- Display top 10-20 keywords with counts and percentages
SEO Considerations
Ideal Keyword Density:
- Primary keyword: 2-5%
- Secondary keywords: 1-2%
- Long-tail keywords: 0.5-1%
Warning Signs:
- Density > 5%: Risk of keyword stuffing penalty
- Density < 0.5%: May not rank for target keyword
- Unnatural distribution: Keywords appearing in blocks
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