Etoolio

What Does AI Say About You?

Free AI perception check. Enter your name or business and see what an AI model claims about you, including uncertain or wrong facts and same-name confusion, so you can fix how machines describe you.

See the version of you that machines describe

You have a machine-readable double. When someone asks an AI assistant about you or your business, the assistant answers with a confident summary, and that summary, not your website, is increasingly what shapes the first impression. This free tool asks an AI model what it believes about you and shows you the result, including the mistakes, so you can finally see the reflection everyone else is starting to see.

What you get back

  • What AI thinks it knows: the profile it would give a stranger who asked about you.
  • Uncertain or possibly wrong: facts it is unsure about, out of date, or may have invented.
  • Same-name confusion risk: how easily it could mix you up with someone else.

Why the machine view matters now

More and more journeys begin with an AI answer rather than a search page. A customer asks an assistant whether your shop is any good, a recruiter's tool summarises a candidate, a shopping agent checks whether a service exists. If the AI gets your hours wrong, invents a service, repeats an old price, or confuses you with a different person of the same name, that error travels into real decisions, silently. Seeing it is the first step to fixing it.

If AI got you wrong, or knows nothing

Both outcomes are worth acting on. AI systems learn from clear, consistent, authoritative information, so the fix is to make yours easy for machines to read: keep your name, role and key details identical across your website and profiles, add structured data and, for a website, an llms.txt file so assistants get a clean summary, and check how citable your pages are with a GEO audit. You cannot rewrite a model directly, but you can steadily shape what it learns.

Honest about the limits

This samples one AI model once. Different assistants answer differently and every model changes over time, so treat the result as an indicative snapshot, not a definitive report. The model is told to admit uncertainty rather than invent details, but no tool can fully stop AI from being confidently wrong, which is exactly why seeing its answer is so useful. This is part of MirrorCheck: tools for seeing how the machines see you.

Good to know

What Does AI Say About You?, frequently asked questions

What does this tool do?

It asks an AI model what it believes about you or your business and shows you the answer, laid out as what it thinks it knows, what it is uncertain or possibly wrong about, and how likely it is to confuse you with someone of the same name. Customers, recruiters and AI shopping agents increasingly ask AI about people and businesses before dealing with them, and this lets you see that machine-made impression, which you normally cannot.

Why does it matter what AI says about me?

Because more decisions now start with an AI answer. Someone asks an assistant about your company before buying, a recruiter's tool summarises you, an agent checks whether you offer a service. If the AI states wrong opening hours, invents services you do not offer, repeats stale information, or mixes you up with a different person of the same name, that shapes real outcomes, and you never saw it happen.

How is this different from just googling myself?

Search shows you pages. This shows you the synthesised, confident answer an AI gives, which is often where the errors and hallucinations live. An AI can blend facts about several same-named people, carry outdated details long after your website is updated, or state things with authority that are simply wrong. Seeing that directly is the point.

The AI got me wrong, or knows nothing about me. What can I do?

Both are fixable, and both matter. Make the information about you clear, consistent and machine-readable: keep your name, role and details the same across your website and profiles, add structured data and, for a website, an llms.txt file so AI systems get a clean summary, and check how citable your pages are. Over time, consistent authoritative information is what AI systems learn from.

Is this the same as what ChatGPT would say?

Not exactly, and the tool is honest about that. It samples one AI model once, while ChatGPT, Gemini, Claude and Perplexity each answer differently and all change over time. Treat the result as an indicative snapshot of how machines may describe you, useful because it is otherwise invisible, rather than a definitive or complete report.

Does it make things up?

The model is specifically instructed to admit uncertainty rather than invent details like addresses, phone numbers or prices. If it does not know much about you, it is told to say so plainly, which is itself a useful finding. No tool can fully prevent AI hallucination, so weigh the output with that in mind.

Is it free?

Yes, free with no signup. It runs on free AI models.

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