📖 Free tool
AI Readability Test
Measure whether AI models can cleanly extract answers from your content — headings, structure, and clarity. Enter any URL and the AI Readability Test emails you a clear report with the specific fixes to make.
Free · No signup to scan · Report emailed in ~1 minute




What is the AI Readability Test?
The AI Readability Test 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 Test 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