AI Readability Analyzer
Measure whether AI models can cleanly extract answers from your content — headings, structure, and clarity. Enter any URL and the AI Readability Analyzer emails you a clear report with the specific fixes to make.
What is the AI Readability Analyzer?
The AI Readability Analyzer measures how easily AI models can extract answers from your page. It scores heading hierarchy, answer-first (BLUF) formatting, paragraph and sentence shape, semantic HTML, and entity clarity — the signals that decide whether an AI engine can quote you. Your report is emailed to you.
What the AI Readability Analyzer checks
- Heading hierarchy — a single H1 and logical, unskipped H2–H4 nesting
- Answer-first (BLUF) formatting so key answers appear early
- Paragraph and sentence length for clean AI extraction
- Semantic HTML — article, section, nav, main, header, footer
- FAQ and “what is” entity statements AI models quote
- Descriptive alt text and meaningful internal-link anchors
How it works
- 1
Enter your URL
Paste any content page — an article, a landing page, or a docs page.
- 2
We score readability for AI
We analyze structure and clarity the way an LLM parses a page to extract an answer.
- 3
Get your report by email
You receive a readability score and the specific structural fixes to make you more quotable.
Frequently asked questions
What is AI readability?
AI readability is how easily a large language model can parse your page and extract a clean, quotable answer. It depends on heading structure, answer-first formatting, concise paragraphs, and clear entity statements.
Why does BLUF formatting matter for AI?
BLUF — Bottom Line Up Front — puts the direct answer at the top of a section. AI engines preferentially extract early, self-contained answers, so BLUF content is more likely to be cited.
Is this the same as a Flesch reading score?
No. Classic readability scores target human reading level. This tool measures machine extractability — structure, semantics, and answer formatting — which is what determines AI citation.
Also known as
The same free tool, by the names people search for it:
More free AI visibility tools
AI Visibility Checker
See how ChatGPT, Perplexity, Gemini, and Google AI Overviews find, read, and recommend your website — scored 0–100.
📄llms.txt Checker
Check whether your site publishes a valid llms.txt file with the sections AI systems expect — and what to add.
🤖Robots.txt Tester
Test whether your robots.txt lets AI crawlers like GPTBot, ClaudeBot, and PerplexityBot reach your pages.
🧩Schema Markup Checker
Validate the JSON-LD structured data on your page — Organization, FAQ, Product, Article, and more.
Fix what the scan finds — automatically
CookMyRank turns every issue this tool surfaces into a deployable fix — schema, metadata, llms.txt, and content — that you approve before it ships.
See how it works