How to Fix What ChatGPT Says About Your Company

There is no form for editing ChatGPT's answers, so the work is finding where each wrong fact comes from and correcting it there. If ChatGPT describes your AI startup with an old product, the wrong pricing, the wrong category or a different company's details, this guide covers how to trace each error, the order to fix things in, and how long each kind of correction takes to show up.

Why does ChatGPT describe your company wrong?

Because it answers from two places, and either can be out of date. Without web search, it answers from what the model learned in training. With web search, it answers from pages it retrieves at that moment. A wrong answer means the training data was stale, the retrieved pages are wrong, or there was too little information and the model filled the gap.

OpenAI says as much in its help article Does ChatGPT tell the truth: models are trained on data up to a certain point and do not know about later events unless tools are used, they can produce incorrect outputs with high confidence, and they may be unable to read a website because of technical issues, paywalls or robots.txt preferences. The same page says web search is enabled for all models by default, and that answers without search are based on what the model learned in training.

Swipe sideways to see every column

What ChatGPT gets wrong	Likely source	Where to look
Describes your product before a pivot	Training data, or old profiles and articles	Crunchbase, LinkedIn, old press, launch posts
Wrong pricing or plans	Old review profiles, list articles, cached pricing pages	G2, Capterra, best-of lists
Wrong category or wrong competitors	Vague homepage copy, or a profile filed in the wrong category	Your homepage and review profiles
Mixes you up with a similarly named company	Name collision with no disambiguating facts	Search results for your bare brand name
Says it has no information	Pages blocked from OAI-SearchBot, or too few third-party mentions	Your robots.txt and firewall, your mention count
Invents a founder, funding round or feature	No reliable source, so the model fills the gap	Whether your about page states those facts

How do you find the source of a wrong answer?

Ask the same questions with search on and with search off, and open every cited source. If the error appears with citations, the cited page is your fix. If it appears only without search, it comes from training data, which takes longer to change.

• Write the questions buyers ask about you. "What is [company]?", "How much does [company] cost?", "What are alternatives to [company]?" and "Is [company] good for [use case]?"
• Run them with web search on. Use a fresh chat with memory off. Open the Sources panel and every citation, and note which page states the wrong fact.
• Run them again without search. If the error persists without search but disappears with it, the model's training data is the source.
• Search your brand on Google and Bing. Look for similarly named companies, outdated profiles and old articles ranking for your name. ChatGPT search and Copilot draw on Bing's index, so check Bing especially.
• Check that OpenAI's search crawler can reach you. Confirm robots.txt and any firewall or bot protection allow OAI-SearchBot.
• Log every wrong source in one sheet. URL, what it says, what it should say, who controls it and the date you asked for a fix.

Turn memory off for testing because OpenAI's help page on ChatGPT search says saved memories may be used when ChatGPT rewrites a search query, which can skew your results. The same page says search results and citations can be incomplete, outdated or incorrect, which is exactly what you are hunting for.

How to fix what ChatGPT says about your company, step by step

Fix the pages you control first, then the profiles you can edit, then the third-party pages you have to ask about. Then make sure the fixed pages get recrawled.

Fixing what ChatGPT says about your company

That finding is why step 4 matters. An established article with the wrong facts can keep being cited for a long time after you publish the right ones, so asking its author for a correction often does more than publishing something new.

How long do corrections take to show up in ChatGPT?

Answers that come from web search can change within days to weeks of the corrected pages being recrawled. Answers that come from training data change only when OpenAI ships a model trained on later data, which can be many months away.

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Where the error comes from	What changes it	Typical wait
A cited page on your site	Fixing the page, then a recrawl	Days to weeks, depending on recrawl
A blocked crawler	Allowing OAI-SearchBot	About 24 hours for OpenAI's systems to adjust, then a crawl
A cited third-party page	The publisher updating it	Depends on the publisher
Training data	A newer model with a later knowledge cutoff	Until the next model release

For scale, OpenAI's models page listed knowledge cutoffs of April 30, 2026 for GPT-6 Astra, its flagship, and GPT-6.1 Sol when we checked in October 2026. Anything published after a model's cutoff is absent from what that model learned, though search can still find it. That is why getting search-time answers right comes first: they are the part you can change this month.

Do the same fixes work for other AI engines?

Mostly, because the other engines read many of the same sources. Correcting your site, profiles and third-party pages improves the material Perplexity, Claude, Gemini, Google AI Overviews, Google AI Mode and Copilot retrieve too. A few engine-specific steps help.

• Perplexity searches the web in real time for each answer, according to Perplexity's help center, so corrections can appear there as soon as the corrected pages are recrawled; we have not seen reliable data comparing how fast each engine picks them up.
• For Google, a verified representative can suggest edits to a knowledge panel; Google's knowledge panel help says it reviews feedback from verified users within a few days.
• Anthropic's crawler documentation says blocking Claude-SearchBot may reduce your visibility in Claude's search results, so check it alongside OAI-SearchBot.

Crawler access is often where "it has no information about us" starts. The full list of AI crawlers and what each does is in should you allow GPTBot, ClaudeBot and PerplexityBot to crawl your site, and rendering problems that hide content from crawlers are covered in technical SEO issues that stop AI startup websites from being crawled.

What can you not fix directly?

You cannot edit ChatGPT's answers, and we have not found any OpenAI documentation describing a process for companies to correct facts about themselves. Rating a response is feedback on that one answer, and we have not seen OpenAI say it corrects facts about a business. OpenAI's personal data removal process is narrower than founders hope: under privacy laws such as the GDPR, an individual, such as a founder, can ask that inaccurate personal information stop appearing in responses, assessed case by case. It covers people, not company descriptions.

You also cannot fix opinions. If reviewers and threads say your onboarding is confusing, ChatGPT will repeat it until those sources change, and the only real fix is the product. That kind of reputation work, together with the factual clean-up, is what an AI brand entity optimization program covers. Be wary of anyone who promises to change what ChatGPT says on a fixed timeline; the training-data part of the answer is not in anyone's control outside OpenAI.