Browser.ai
Content Complexity Analysis

Readability & Cognitive Load

Your content is too complex. Your analytics prove it. CBrowser measures exactly where and why.

Seven readability metrics. Eight cognitive load dimensions. Per-page scoring that turns vague bounce rates into specific content problems you can fix today.

7 Readability Metrics Per Page

Every page on your site gets scored across seven independent readability dimensions. No aggregate “readability score” that hides which factor is the problem.

Information Density
0 - 1

How much content is packed into the viewport. High density overwhelms users who need time to process.

Visual Complexity
0 - 1

Layout complexity and element density. Measures how many competing visual elements fight for attention.

Average Word Length
normalized

Longer words require more decoding effort. Normalized across script families for cross-language comparison.

Average Sentence Length
normalized

Longer sentences demand more working memory. Each additional clause increases the chance of losing the reader.

Lexical Diversity
0 - 1

Type-token ratio measuring vocabulary variety. High diversity signals sophisticated writing that excludes casual readers.

Long Word Ratio
0 - 1

Fraction of words with 7 or more characters. A proxy for reading difficulty that correlates with comprehension failure.

Technical Density
0 - 1

Fraction of words with 10 or more characters. Flags jargon-heavy copy that alienates non-expert audiences.

Script-Family Aware

Most readability tools assume English. CBrowser calibrates for three script families, so your international content gets accurate scoring instead of meaningless numbers.

Alphabetic
English, Spanish, French, German, Portuguese

Standard word boundaries and character counting

CJK
Chinese, Japanese, Korean

1.8 characters per word equivalent. No spaces between words.

Abjad
Arabic, Hebrew, Urdu

1.6x normalization factor. Root-based morphology changes word length calculus.

8 Cognitive Load Dimensions

Readability is one layer of cognitive load. CBrowser measures all eight dimensions and identifies the bottleneck that actually drives users away.

Information

Total content the user must absorb to take action

Visual

Layout complexity and visual noise competing for attention

Attention

Number of elements demanding focused awareness

Decision

Choices presented that require active evaluation

Motor

Physical interaction effort for clicks, scrolls, and taps

Text

Reading difficulty based on vocabulary and sentence structure

Memory

Information the user must hold while navigating

Patience

Time and effort tolerance before the user abandons

Page-by-Page Comparison

The analytics dashboard compares readability across every page on your site. Radar charts show per-page cognitive profiles. Bar rankings identify your worst offenders. Scatter plots reveal the relationship between complexity and bounce rate.

Radar Charts

Overlay cognitive profiles for any two pages. See exactly which dimensions differ.

Bar Rankings

Sort all pages by any single metric. Find the highest technical density or longest sentences instantly.

Scatter Plots

Plot readability score against real engagement metrics. Prove the correlation to stakeholders.

Plans That Fit Your Readability Needs

Start measuring content complexity for free. Upgrade when you need full-page scope, device emulation, and trend tracking.

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Full readability suite
$49.99/month
  • All Free tools + cognitive_effort, cognitive_load_estimate
  • 1 site + 2,000 credits per month
  • Viewport and full-page scope
  • Device emulation (mobile, tablet, desktop)
  • Per-page analytics dashboard with trend charts
  • CSV and PDF export
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  • Everything in Pro + marketing suite
  • 10 sites, 10,000 credits per month
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  • SSO and OAuth integration
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Analyze Your Content

Run a site cognitive assessment on your highest-traffic page. Get per-page readability scores and cognitive load breakdowns in under 60 seconds.

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