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What to do when AI gets facts about you wrong

It is jarring to read an assistant describing your business with the wrong hours, a service you never offered or a company that closed years ago. The instinct is to complain to the AI company. That is worth doing, but it is rarely the first or the most effective step. This playbook shows where to look first and sets honest expectations about speed.

7 min read · Updated 2026-10-17

The short answer

Assistants get facts wrong because of old or conflicting sources, thin information about you, mixed-up similarly named businesses, or plain invention. Fix the source first: your own pages, your profiles, then third-party listings. Then use each assistant's feedback tool and log it. Timing is uncertain and no outcome can be promised.

Why assistants get facts wrong

An assistant writes fluent answers by predicting likely text. It does not look up a verified record about you. Google's own help page says AI responses may include mistakes and advises people to check important information in more than one place. The same caution applies to every assistant.

  • Old sources: a directory still shows your old address or a closed location.
  • Conflicting sources: your site, your profile and a listing disagree, so it picks one.
  • Thin information: with little written about you, it fills gaps with what is typical for your industry.
  • Name clashes: another business with a similar name, or a former owner, gets blended in.
  • Training lag: the model learned about you before you changed.
  • Plain invention: sometimes a detail is made up. This is a known limitation of these systems.

Step 1: record the error

  1. 1Copy the exact wrong text, the assistant name, the question you asked and the date.
  2. 2Ask the same question two more times, in new chats, to see if the error repeats.
  3. 3Note any source links shown beside the answer.
  4. 4Ask the other main assistants too. The same error in several places points to one shared source.

Step 2: find the likely source

Search for the wrong fact itself, in quotes, on Google. Check your Google Business Profile, social profiles, major directories, review sites, press mentions and any old pages on your own site, including PDFs. If the assistant cited a link, open it first: it is the most direct clue you will get.

Do not assume the wrong fact came from the internet. If you find nothing, the assistant may have made it up, and your best correction is a clear, direct statement of the true fact on your own site.

Step 3: the correction playbook

Go in this order: own pages, profiles, third parties. The first two are in your control and are the fastest. For redirects of old pages, see redirects after a redesign, and for your map listing see Google Business Profile basics.

Where the error livesWhat to doWho can do it
Your own pagesCorrect the page, remove or redirect outdated pages, update schema and the contact pageYou, or us on request
Your profiles (Google Business Profile, social, industry bodies)Update each one so name, address, phone, hours and description match your siteProfile owner
Third-party sites (directories, news, review sites)Use the site's edit or claim process; contact the editor politely with evidenceYou, sometimes us
Nowhere you can findPublish a clear, factual statement of the truth on a dedicated page, and keep it consistentYou, or us

Step 4: use the assistant feedback tools

Most assistants have a thumbs-down or report control on each answer. Google documents that AI Overviews have thumbs-up and thumbs-down icons; the thumbs-down lets you choose "Report a problem", pick a category, add details and submit, and the report includes your recent query and its results. Other assistants offer similar controls, though menus change, so look in the product itself.

Keep the report factual: name the wrong statement, state the correct fact and link to a page that proves it. Feedback helps the vendor, but none of them promise to change a particular answer.

Some assistants have formal channels for privacy or legal requests about personal information. We cannot give legal advice. If an error is defamatory or about a person, get independent advice.

How long will it take?

Honestly, nobody knows. When an assistant searches the web live, a fix on a crawled page can show within days to weeks, depending on when it is next crawled. OpenAI says a robots.txt change can take about a day to be reflected in search, which shows how fast the search side can be. Google says preview-control changes can take days to months to take effect after recrawling.

Built-in model knowledge is different. It only changes when a model is retrained, on a schedule you cannot see. An error baked into training may stay for months, while the assistant's search-based answers improve. Use the monthly test from check what AI says about you to track change, and give each fix a few weeks before judging it.

We never promise that a correction will be accepted or by when. Anyone who does is guessing.

What not to do

  • Do not create dozens of new pages repeating the correction. One clear page is enough, and duplicates can add conflict.
  • Do not pay anyone who promises to "fix" an assistant in a fixed number of days.
  • Do not argue with the assistant in the chat and expect it to learn. A conversation does not retrain the model for other users.
  • Do not edit third-party pages deceptively, for example by using a fake account. Use the site's proper edit or claim process.

Prevent the next error

  • Keep one master fact sheet: legal name, address, phone, hours, services, founding year, key people.
  • Update every profile whenever the sheet changes.
  • Remove old pages and PDFs, or redirect them.
  • Put key facts in plain HTML text, not only in images.
  • Re-run your question set monthly to catch new errors early.

Example: Wrong opening hours

A veterinary clinic finds three assistants saying it closes at 5 pm. It actually closes at 7 pm on weekdays. Two of the answers cite the same local directory, which lists 5 pm. The clinic corrects the directory through its claim process, checks its Google Business Profile, updates the hours on its own contact page and adds a plain-text hours line. Three weeks later, two of the three assistants show 7 pm. The third does not, so the clinic submits feedback with a link to its hours page and logs it. That is a typical result: partial, slow and not fully in its control.

When to ask us

If the error comes from your own website, tell us through the support form and we will fix it as a normal update (see request a website update). Send the wrong answer as a screenshot or Loom link, the question you asked, the date and the correct fact with proof. If the cause is on a third-party site, we can advise on the best route, though only the owner of that site or listing can change it.

Questions people ask

Why does ChatGPT say wrong things about my company?

Usually because the information it relied on was old, conflicting or thin, or because it confused you with a similarly named business. Sometimes it simply invents a detail. Assistants predict plausible text rather than verify records. Find the likely source, correct it, and publish the true fact clearly on your own site. Feedback buttons help, but they do not guarantee a change.

Can I ask OpenAI or Google to remove or correct an answer?

You can submit feedback on a specific answer, and Google documents a "Report a problem" option for AI Overviews. There is no guaranteed way to force a particular correction. Feedback is a signal to the vendor, not an edit to the answer. For personal or legal matters there may be separate forms, and legal questions need independent advice, which we cannot provide.

How long until the wrong answer is fixed?

It is uncertain. If the assistant uses live web search, a corrected page may be reflected within days to weeks, depending on crawling. Facts baked into model training change only when the model is retrained, which can take months and is outside your control. Track it with a monthly check and avoid expecting a fixed date.

Will updating my website fix it?

It often helps, especially for assistants that search the web, but it is not a guarantee. Update every place the fact appears, not only your site, because conflicting sources keep errors alive. Put the correct fact in plain text on a page that crawlers can read, then re-test over several weeks to see whether answers shift.

What if the wrong information is about a person, not the business?

Treat it more carefully. Document the answer, correct any source you control, and use the assistant's report tools. For privacy, defamation or other legal issues, speak to a qualified adviser, because we cannot give legal advice. Do not post angry public replies from your business account until you have a clear, factual plan.

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