Does AnswerTrace detect AI hallucinations about your brand?

The short answer

Yes for identity and category errors, which are the most common and the most expensive. No for claim-level fact checking.

AnswerTrace runs two named checks on every scan. One flags when AI engines disagree about what your brand is. The other flags when they file you under a category you do not claim. Both are the shape a brand hallucination usually takes: not a fabricated statistic, but an engine that has too little to work from and fills the gap from something that sounds similar.

It does not compare a specific statement against a fact. If an engine says your plan costs a number you have never charged, AnswerTrace records the sentence and shows it to you, and you are the person who notices the number is wrong. That is a real limit and worth knowing before you buy.

What it detects, precisely

Five things, and they are worth separating because only the first two are checks that fire on their own. The rest is material you read.

• AI engines disagree on what your brand is. Different engines describe you as different kinds of company, which means none of them has a stable idea of you and buyers get a different story depending on where they ask.
• AI files you under a category you do not claim. You sell one thing and the engine shelves you next to another, so you never appear when buyers ask about the category you actually compete in.
• How much of your own positioning survives. Every scan measures what share of the claims you make about yourself actually turn up in AI answers. On our own last scan that number was 2%, which is the kind of figure that explains a lot of otherwise confusing results.
• What was said, per question, per engine. The full answer text is captured for every buyer question, along with whether you were named, where, and in what tone. If an engine says something false about you, that sentence is in the report.
• The pattern behind the individual answers. The scattered signals are clustered into a small number of named verdicts, and the code that does it is built to emit nothing rather than invent something: any verdict that cannot be traced back to a real signal is dropped.

What it does not do

There is no claim-level fact check. AnswerTrace does not hold a database of true facts about your company and compare each AI sentence against it. No tool we know of in this category publishes that either, but their pricing pages are sales documents rather than feature lists, so ask rather than assume.

This matters most for numeric and feature claims: a price you never charged, an integration you do not have, a funding round that belongs to a company with a similar name. AnswerTrace surfaces the answer containing the claim. Recognising that it is false is your job, because only you hold the truth to check it against.

What you can do about it is the part AnswerTrace does handle. Both the identity and category checks come with the fix attached, because the cure for an engine inventing things about you is almost always the same: give it more unambiguous first-party material to read.

Why AI engines invent things about brands at all

An engine answering a question about your brand assembles it from whatever it can find. When there is a lot of clear first-party material, it quotes you. When there is little, it fills the gap from sources that look similar, and similar is not the same as correct.

That is why the fix for hallucination is rarely a correction and almost always a supply problem. On our own scan, under 5% of the sources AI cited about AnswerTrace were on our own domain. An engine drawing 95% of its picture of you from other people will get details wrong, and no amount of asking it to stop will change that.

How to check this yourself, without paying us

The Free plan runs a real scan on ChatGPT with no credit card and returns the answers verbatim, so you can read what an engine says about you today and judge for yourself whether any of it is wrong. That is enough to establish whether you have this problem.

The identity and category checks, and the full answer capture across more engines, come with the paid plans: Starter at ₹999 a month adds Google's AI Overview, Growth at ₹4,999 adds Claude and the drafting that fixes what the checks find.

The limit that applies to everyone

No tool can stop an AI engine saying something false about you, ours included. Engines decide what to say from sources nobody controls, and they change their answers between runs. What a tool can do is show you what is being said, name the pattern behind it, and measure whether that changed after you published something.