Text Analysis Guide: Metrics That Matter for Writers

May 27, 20266 min read

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:

MetricWhat It MeasuresWhen It Matters
Word countNumber of wordsBlog posts, essays, SEO content
Character countNumber 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:

  1. Re-read it once or twice
  2. Lose the thread of your argument
  3. 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:

ScoreReading LevelExample
90–1005th gradeComic strips, children's books
70–807th gradeConsumer-friendly writing
60–708th–9th gradeStandard business writing
50–6010th–12th gradeQuality journalism
30–50CollegeAcademic papers
0–30GraduateLegal 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
  • 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

MetricWhat It Tells YouTarget
Average word lengthVocabulary complexity4–5 characters for general content
Lexical diversityRatio of unique words to total wordsHigher = more varied vocabulary
Passive voice ratioPercentage of passive constructionsUnder 10% for engaging writing
Transition word ratioCohesion and flow15–20% 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.

Try It Yourself

Ready to analyze your writing? Our free word counter tool calculates word count, character count, sentence length, and estimated reading time — all in real time.

👉 Free Word Counter Tool