AI-answer readiness checker
Paste your content and see how ready it is to be cited by AI answer engines like ChatGPT, Perplexity, and Google AI Overviews — with specific fixes. Based on answer engine optimization best practices.
0 words · runs entirely in your browser, nothing uploaded.
AI-answer readiness
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Heuristic estimate — not a guarantee of citation.
Answer-first opening +25
Open with a direct, self-contained answer of ~15–60 words that a machine can lift verbatim.
Question-shaped headings +20
Use headings phrased the way people ask (e.g. "How does X work?") so engines match the query.
FAQ / Q&A section +15
Add an FAQ with 3+ real questions and concise answers — prime material for citations and FAQ schema.
Scannable structure (lists/tables) +15
Use lists or a comparison table for steps and comparisons — engines extract structured blocks easily.
Enough depth +15
Aim for 300+ words of genuinely useful, on-topic content so the page reads as authoritative.
Concise sentences +10
Keep average sentence length under ~25 words — short, clear sentences are easier to quote.
What makes content citable by AI?
Answer engines synthesize responses from sources they can parse and trust. They favor pages that state the answer up front, use headings that mirror how people ask questions, and back facts with structure like FAQs, lists, and tables. This checker scores those signals so you can see, at a glance, what to fix before you publish. It complements a valid llms.txt and structured data from our schema generator.
This is a structural heuristic, not a guarantee — real citation also depends on your site's authority and the quality and accuracy of the content itself.
FAQ
What does the AI-answer readiness score mean?
It's a heuristic 0–100 estimate of how well your content is structured for AI answer engines to extract and cite — based on answer-first opening, question headings, FAQ, structure, depth, and readability. It's guidance, not a guarantee of citation.
Does this tool call an AI model?
No. It runs entirely in your browser using structural heuristics — nothing is uploaded and there's no API. That keeps it free, private, and instant.
How do I improve my score?
Lead with a direct 15–60 word answer, use question-shaped headings, add a real FAQ, include lists or a table, write 300+ useful words, and keep sentences concise. Each is one of the scored checks.
Which engines is this for?
The structure it rewards helps with ChatGPT, Perplexity, Gemini, and Google AI Overviews — any engine that extracts and cites a source in a generated answer.
Publish answer-first content, automatically
AutoSEO writes content that already passes these checks — answer-first, structured, schema-backed — and tracks how often AI engines cite you.
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