Free AI Quote Simulator
See which passages on your page read as clean, liftable answers. An AI model reads the page and picks the sentences it would quote, the real questions each one answers, and what's missing. Every quote is verified to appear verbatim on the page — no invented text. It's a simulation: no query is sent to ChatGPT, Perplexity or Google.
Why “is this passage quotable?” matters
AI answer engines don’t rank ten blue links — they lift a sentence or two from a page and cite it in a direct answer. A passage can only be lifted if it stands on its own: it answers the question without the reader needing the paragraph before it or the heading above it. This tool makes that concrete by showing which parts of your page already read that way, and which don’t.
How to read the result
- The passages — real text from your page, checked word for word. Keep and expand the wording that already reads as a clean answer.
- Queries it answers — the questions the model thinks each passage answers; useful for aligning your headings.
- Clean / needs context / hedged — how self-contained the passage is. “Hedged or buried” flags answers that arrive late or never commit.
- What to add — direct answers, figures, dates and definitions that would make the rest of the page quotable.
What this tool does not tell you
It does not tell you whether any engine has cited you, and it can’t: no free service reports that from the outside. Your own Search Console “Generative AI” report and Bing Webmaster Tools “AI Performance” do, for free, for sites you’ve verified. The score here is about your page’s writing, which is the part you control.
Frequently asked questions
How does the AI Quote Simulator decide what is quotable?
It fetches the live page, then asks an AI language model which passages it would quote when answering a user. For each passage it also infers the questions that passage answers and how self-contained it judges the wording to be. That is the model reasoning about your text — it is not a query sent to ChatGPT, Perplexity, Copilot or Google, and no engine is consulted.
Are the quotes real, or could the AI invent them?
They are real. Every passage the model returns is verified to appear verbatim on the page, whitespace- and case-insensitively. Any quote that is not found in the actual page text is discarded before you see it, so the tool never shows an invented or paraphrased quote. This verbatim guarantee is the one thing the tool proves outright.
Why did you remove the “citation confidence” percentage?
Because it was the model’s guess about its own future behaviour, printed as if it were a measurement. Research on language models finds their stated confidence tends to run high, and no model can know what a different engine will quote. The same signal now appears as a plain label for how self-contained the passage reads — clean, needs context, or hedged — which is a claim about your text rather than about an engine.
Why might a page return no quotable passages?
If the page is mostly navigation, marketing copy, or content injected by JavaScript that crawlers reading raw HTML never receive, there may be no clean, self-contained answer to quote. The "what to add" list then shows the direct answers, figures and definitions that would make it quotable. The tool also needs AI to be configured, and it refuses to grade an error page or a bot-challenge interstitial rather than pretending that page was yours.
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