Text Analysis Guide: Metrics That Matter for Writers
Beyond Word Count
Word count tells you how long your text is — but not how good it is. Text analysis goes deeper, measuring readability, structure, density, and clarity. These metrics help you write content that ranks, converts, and actually gets read.
Whether you're writing blog posts, essays, or marketing copy, understanding these metrics gives you a competitive edge.
Word Count vs. Character Count
These two metrics serve different purposes:
| Metric | What It Measures | When It Matters |
|---|---|---|
| Word count | Number of words | Blog posts, essays, SEO content |
| Character count | Number of characters (with or without spaces) | Social media limits, SMS, meta descriptions |
When Character Count Matters More
- Twitter/X: 280-character limit
- Meta descriptions: Google typically shows ~155 characters
- Title tags: Aim for under 60 characters to avoid truncation
- SMS marketing: 160 characters per segment
- Google Ads headlines: 30 characters each
Always check which metric your platform requires. A 60-word paragraph might fit a 280-character tweet — or it might not, depending on word length.
Sentence Length: The Clarity Indicator
Average sentence length is one of the strongest predictors of readability:
- Under 15 words: Very easy to read (children's books, simple instructions)
- 15–20 words: Easy to read (blog posts, newsletters)
- 20–25 words: Moderate difficulty (business writing, general articles)
- 25+ words: Difficult (academic papers, legal documents)
Why It Matters
Long sentences force readers to hold more information in working memory. When readers hit a 35-word sentence, they often:
- Re-read it once or twice
- Lose the thread of your argument
- Stop reading entirely
How to Fix Long Sentences
- One idea per sentence — If a sentence contains "and" or "but," consider splitting it
- Remove filler phrases — "It is important to note that" adds words but not meaning
- Use periods liberally — Short sentences create rhythm and momentum
Readability Scores
Readability formulas estimate how easy a text is to understand. The most widely used is Flesch-Kincaid.
Flesch Reading Ease
Scores range from 0 to 100. Higher scores mean easier reading:
| Score | Reading Level | Example |
|---|---|---|
| 90–100 | 5th grade | Comic strips, children's books |
| 70–80 | 7th grade | Consumer-friendly writing |
| 60–70 | 8th–9th grade | Standard business writing |
| 50–60 | 10th–12th grade | Quality journalism |
| 30–50 | College | Academic papers |
| 0–30 | Graduate | Legal text, academic journals |
Formula:
Flesch Reading Ease = 206.835 − (1.015 × Avg Sentence Length) − (84.6 × Avg Syllables Per Word)
Flesch-Kincaid Grade Level
This variant expresses readability as a U.S. school grade level:
Grade Level = (0.39 × Avg Sentence Length) + (11.8 × Avg Syllables Per Word) − 15.59
For web content, target a 7th–9th grade level (scores of 60–80 on Reading Ease). This isn't "dumbing down" — it's respecting your reader's time.
Other Readability Formulas
- Gunning Fog Index: Estimates years of formal education needed to understand the text
- Coleman-Liau Index: Uses characters per word instead of syllables — easier to calculate programmatically
- Automated Readability Index (ARI): Similar to Flesch-Kincaid but uses characters instead of syllables
Paragraph Structure
Good paragraphs are the building blocks of readable content:
- Ideal paragraph length: 2–4 sentences for web content (40–80 words)
- One topic per paragraph: Readers shouldn't have to guess what a paragraph is about
- First sentence = topic sentence: Tell readers what the paragraph covers before they decide to skip it
The Problem with Wall-of-Text Paragraphs
A 200-word paragraph on a screen looks like a wall. Readers see it and think "I'll come back later" — and they never do. Breaking the same content into four 50-word paragraphs with headers makes it approachable.
Keyword Density
Keyword density measures how often a target keyword appears relative to total word count:
Keyword Density = (Number of Keyword Appearances ÷ Total Word Count) × 100
Recommended Ranges
- 1–2%: Natural, safe range for most content
- Over 3%: Risk of being flagged as keyword stuffing
- Under 0.5%: Search engines may not recognize the topic
Better Than Density: Semantic Coverage
Modern search engines understand synonyms and related concepts. Instead of repeating the same keyword, cover the topic thoroughly using:
- Synonyms and related terms
- Questions people ask about the topic
- Supporting examples and data
This approach reads naturally and satisfies both readers and algorithms.
Other Useful Text Metrics
| Metric | What It Tells You | Target |
|---|---|---|
| Average word length | Vocabulary complexity | 4–5 characters for general content |
| Lexical diversity | Ratio of unique words to total words | Higher = more varied vocabulary |
| Passive voice ratio | Percentage of passive constructions | Under 10% for engaging writing |
| Transition word ratio | Cohesion and flow | 15–20% for smooth reading |
Passive Voice: The Energy Drain
Active voice creates momentum: "The team launched the product." Passive voice removes the actor: "The product was launched." The passive version is weaker and adds unnecessary words.
Scan your text for these passive indicators:
- "was + past participle" (was written, was developed)
- "been + past participle" (has been updated)
- "by + agent" (approved by the committee)
Replace them with active constructions wherever possible.
Related Guides
Try It Yourself
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