← Journal · AI visibility · 3 min

What can you do when AI gets your business wrong?

5DAYS studio1 NOV 2026
A red pencil lying on a blank folded sheet of newsprint
Save the evidence, find the source of the error, and fix it there first: your site, your profiles or the third-party page. Then report it through the tool's own feedback route. No platform promises a correction, so expect to repeat this. If the claim causes real harm, get legal advice. Don't pay anyone who promises to make it vanish.

What should you do first?

Record it before you change anything. Note the exact question, the tool, the date and the full answer, with a screenshot and the cited sources. Then ask the same question a few more times, with a clean session and a slightly different wording. A one-off error needs a different response than one that keeps coming back.

Where does the error come from?

Open the sources behind the answer. That usually tells you what kind of problem you have, and each kind has its own fix.

What you findLikely causeWhat to do
A cited page has the wrong factsThe source itself is wrongFix it if it's yours. Otherwise ask the owner to correct it
The cited page is right, the answer isn'tThe AI misread or mixed things upReport it, and make your statement on that page clearer
No source, or a different businessConfusion with a similar name, or stale knowledgeState your full name, location and activity plainly, and report it
Old prices or a former addressOutdated pages still onlineUpdate or remove them, and redirect if needed

"Likely" matters here. From outside you can see input and output, not what happened between them. Check what your site says to machines as well.

How do you report it on each platform?

PlatformOfficial routeWhat it says about results
Google AI OverviewsThumbs-down, then Report a problem, and add details"AI Overviews can and will make mistakes"
Google Business ProfileEdit your verified profileGoogle reviews changes before they go live
Google knowledge panelClaim and suggest changes, or use FeedbackChecks against public information, and may not change what it can't confirm
ChatGPTThumbs-down feedback, or the report form for policy or legal problemsWe found no dedicated correction route for businesses
PerplexityFlag icon or a support ticket with query URL and the expected resultNo outcome promised on that page

Keep your report short and factual: what the answer says, what's correct, and a public URL that proves it. Reports without evidence are easy to set aside.

What if a person is named?

Personal data has its own route with OpenAI. Its privacy policy describes correction requests for factually inaccurate information, and warns that correction may not be possible in every instance. There's also a request form for removing personal data from responses. That applies to the person, not the company.

When a false claim does real damage, for example an allegation of fraud or a statement that you've gone bankrupt. Keep your evidence and speak with a lawyer about your options. We can't advise on that. Google has a legal reporting route, and it notes that a policy report isn't a legal notice, so file separately if you need both.

How do you prevent it coming back?

  • One version of the facts. Name, address, services and prices should match on your site and profiles
  • A page that states the obvious. What you do, what you don't do, where you work. An llms.txt file can list the facts tools often get wrong, but it's no guarantee
  • Clean up the past. Old domains, former brand names and outdated PDFs still count as sources
  • A monthly check. Add the wrong answer to your test questions so that you can see whether it returns

If nothing changes after your fixes, don't conclude you failed. Tools update at their own pace, and you don't control that. Be wary of paid promises to remove an AI answer. Google's guidance warns about third-party claims of inside access to its systems.

02 / Questions

Good to know.

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