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September 1, 2026

A Complete Guide to AEOTrack Content Analysis: Audit & Rewrite Pages for AI

Introduction

Generative AI search engines read web content differently than human visitors. When an AI model evaluates a page, it looks for clean heading structure, explicit page titles, machine-readable schema markup, and sufficient textual depth.

The AEOTrack Content Analysis view (found under Improve → Content in the sidebar) lets you read any page on your site exactly the way an AI engine does — diagnosing structural flaws and generating instant AI-optimized copy rewrites.

This guide walks through every analyzer metric, diagnostic signal, and rewrite recommendation tool, using a fictional example company — Acme Analytics.


What Is the AEOTrack Content Analysis Tool?

The Content Analysis tool analyzes individual page URLs to evaluate structural readability, content score (out of 100), word count, heading count, and title tags. It highlights what is holding your page back and provides AI-generated suggested rewrites.

It helps you answer core questions:

  • What is the Content Score for a specific page URL?
  • Does my page have an appropriate word count and heading hierarchy (H1H2H3)?
  • What specific structural issues (e.g., long titles, missing schema) are holding this page back?
  • How can I rewrite titles, headings, and schema code to make the page more quote-worthy for AI?

Analyzing a Page URL

To run an audit on a page:

  1. Enter URL: Input any page URL into the target address field (defaults to your homepage).
  2. Click Analyze: AEOTrack fetches the page HTML and evaluates structural AI signals.
  3. Click Rewrite: Triggers AI-assisted copy rewrites for title tags, headings, and schema blocks.

"What is holding this page back" Diagnostics

The left panel displays diagnostic findings:

  • Content Score Gauge: Overall score out of 100 (e.g., 92 Content Score, categorized as Doing well).
  • Word & Heading Count: Word count and total headings (e.g., 1,652 words · 36 headings).
  • Signal Checks: Status of essential HTML tags (e.g., Has a page title — Every page needs a clear <title> — it's often what AI quotes first.).

"Suggested Rewrite" Recommendations

The right panel generates copy-paste recommendations:

  • Title Length Adjustments: Suggests shortening long title tags to under 60 characters for optimal display in AI citation links.
  • Heading Order Enforcement: Verifies that headings follow a strict logical hierarchy without skipping levels (e.g., H1H2H3H4).
  • Rich Schema Additions: Recommends adding Article, HowTo, or FAQ schema code to provide structured context to AI search engines.

Screenshot of the AEOTrack Content Analysis page showing URL analyze controls, content score gauge, diagnostic findings, and suggested rewrites. The AEOTrack Content Analysis page, displaying Content Score gauge, diagnostic checks, and suggested rewrites.


How to Audit and Rewrite Pages: Step-by-Step

  1. Enter Your Target URL — paste the web page address you want to audit.
  2. Review the Content Score — check whether your page meets baseline word count and heading depth standards.
  3. Identify Red Flags — review "What is holding this page back" for skipped headings, missing meta descriptions, or absent schema markup.
  4. Apply Suggested Rewrites — copy title tag revisions and schema code generated in the "Suggested rewrite" box.
  5. Re-analyze the Page — click Analyze after deploying updates to confirm your Content Score improves.

Frequently Asked Questions

Why does heading order matter to AI search engines?
AI models use HTML heading tags (<h1>, <h2>, <h3>) to map out document structure and topic relationships. Skipping levels (e.g., <h1> directly to <h3>) can confuse the parser when isolating direct answers.

What is an ideal word count for AI citation eligibility?
While there is no fixed length requirement, pages with comprehensive depth (typically 1,000+ words) provide AI models with richer factual context than thin 200-word pages.


Conclusion

The Content Analysis tool bridges the gap between raw web copy and machine-readable AI content. By regularly auditing key pages and implementing suggested rewrites, you ensure your site presents clear, quote-ready information to AI search engines.