​
Content Analysis

CodeNull’s content analysis tool helps you optimize your website content for search engines while ensuring it remains valuable and engaging for human readers.

​
Overview

Content Analysis Dashboard
The Content Analysis tool employs a two-step optimization process:
  1. First, our SEO AI Agent analyzes and enhances your text using advanced LLM technology
  2. Then, the enhanced content is optimized by replacing or enriching phrases with top-performing keywords gathered from SERP API calls
This dual approach ensures your content not only reads naturally but also contains the most relevant search terms that real users are looking for. The tool analyzes your website’s content across multiple dimensions:
  • Keyword usage and density
  • Readability and accessibility
  • Content structure and organization
  • Word count and comprehensiveness
  • Engagement potential

​
Key Features

Keyword Analysis

Evaluate how effectively you’re using target keywords

Readability Scoring

Assess how easy your content is to read and understand

Content Structure

Analyze your heading hierarchy and content organization

Semantic Analysis

Identify related terms and concepts to enhance relevance

Engagement Metrics

Predict how engaging your content will be for visitors

Improvement Suggestions

Get actionable recommendations to enhance your content

​
Using the Content Analysis Tool

1

Select Content to Analyze

Choose a specific page or content section from your project to analyze.
2

Define Target Keywords

Enter your primary and secondary keywords to focus the analysis.
3

Run the Analysis

Click “Analyze Content” to process your text and generate insights.
4

Review the Content Score

Examine your overall content score and the breakdown of different factors.
5

Implement Suggestions

Apply the AI-powered recommendations to improve your content.
6

Re-analyze

After making changes, run another analysis to see your improved score.

​
Content Score Breakdown

Your content score is calculated based on several key components:

Keyword Optimization

30% of total score

Readability

25% of total score

Structure

20% of total score

Comprehensiveness

15% of total score

Engagement

10% of total score

​
Keyword Optimization Analysis

Keyword Density Analysis
The tool analyzes keyword usage across your content:
  • Primary keyword density (optimal range: 1-2%)
  • Secondary keyword distribution
  • Keyword variations and synonyms
  • Keyword placement in important elements (titles, headings, etc.)
The analysis identifies overused keywords (keyword stuffing) as well as opportunities to incorporate keywords more effectively.

​
Readability Analysis

The tool calculates multiple readability scores:
  • Flesch-Kincaid Reading Ease
  • Flesch-Kincaid Grade Level
  • Gunning Fog Index
  • SMOG Index
  • Coleman-Liau Index
Based on your target audience, the tool recommends an appropriate reading level and suggests adjustments to reach it.
Sentence structure significantly impacts readability:
  • Sentence length variation
  • Complex vs. simple sentences
  • Passive vs. active voice usage
  • Transition words and phrases
  • Paragraph length and structure
The tool highlights overly complex sentences and suggests simplifications.
Clear writing is essential for both users and search engines:
  • Jargon and technical term usage
  • Abbreviation explanation
  • Clarity of explanations
  • Concrete vs. abstract language
  • Redundancy and wordiness
Get recommendations to make your content more direct and understandable.

​
Content Structure Analysis

Content Structure Analysis
Proper content structure improves both SEO and user experience:
  • Heading hierarchy and organization
  • Content chunking and paragraph length
  • Use of lists and bullet points
  • Table of contents requirements
  • Information architecture
  • Content flow and logical progression
The tool visualizes your content structure and suggests improvements.

​
Comprehensiveness Analysis

Topic Coverage

Evaluate how thoroughly you’ve covered the subject

Word Count Analysis

Compare your content length against top-ranking pages

Entity Recognition

Identify important entities that should be included

Question Coverage

Check if you’ve answered common user questions

​
Engagement Prediction

Engagement Prediction
The engagement analysis predicts how likely users are to interact with your content:
  • Predicted time on page
  • Bounce rate estimation
  • Social sharing potential
  • Comment generation likelihood
  • Click-through rate for internal links

​
Content Improvement Recommendations

Based on the comprehensive analysis, the tool provides actionable recommendations:
Simple changes with significant impact:
  • Add missing keywords to headings
  • Break up long paragraphs
  • Add bulleted lists for scannable content
  • Include relevant images with optimized alt text
  • Strengthen your introduction and conclusion

​
Integration with Other SEO Tools

The Content Analysis tool seamlessly integrates with other CodeNull SEO features:

Keyword Suggestions

Find optimal keywords to incorporate in your content

Performance Suggestions

Ensure your content loads quickly and performs well

SEO Optimization

View your content in the context of overall SEO

Mobile Optimization

Check how your content appears on mobile devices

​
Best Practices for Content Optimization

Write for Humans First

Focus on providing value before optimizing for search engines

Use Descriptive Headings

Create clear, keyword-rich section headings

Include Visual Elements

Enhance content with relevant images, videos, and diagrams

Use Data and Citations

Support claims with statistics and authoritative sources

Update Regularly

Keep content fresh and current with periodic updates

Internal Linking

Connect related content with strategic internal links
For best results, perform content analysis before publishing and periodically review older content to keep it optimized as search algorithms evolve.

​
Next Steps

Keyword Suggestions

Find the best keywords to target in your content

Performance Suggestions

Optimize your content for maximum loading speed

SEO Optimization

Return to the main SEO Optimization dashboard