Can I ask OpenAI to remove false information about my brand?

You can report problematic content inside ChatGPT, and it is worth doing for clearly harmful errors. The change that lasts is fixing the public sources the model reads, and Prefer shows which sources ChatGPT cites, so you know which pages to fix. Reporting is a supplementary step; once the sources are right, the accurate version is what the model retrieves the next time it answers.

Why does the wrong answer come back after I fix my website?

Two reasons, and the sources Prefer shows behind each answer tell you which one applies. The model may still be reading an outdated third-party page, or it has not recrawled yet. Correct every source that repeats the error, not just your own site, then give it time to refresh.

How long until the corrected answer shows up?

It varies, and Prefer tracks the exact prompts your buyers use, so you see when it lands. Pages reached by live web search can update within days, while the model's trained memory refreshes on a slower cycle. Expect days to weeks.

How do I correct what ChatGPT says about my brand?

You cannot edit ChatGPT directly: fix the sources it reads, then wait for a recrawl. Prefer shows which sources it cites and tracks the answer until it changes.

Javed Khatri Co-founder, Prefer

5 September 2026 Updated 2 October 2026 2 min read Answer

The short answer

How do I fix wrong information ChatGPT has about my company?

You cannot edit ChatGPT's answers directly: fix the public sources it reads, your own site and the third-party pages it cites, then wait days to weeks for a recrawl. Prefer shows which sources ChatGPT cites about your brand and tracks the answer until it changes.

Key takeaways

OpenAI documents that ChatGPT builds answers from live web sources it is allowed to crawl and cites them. So the durable way to change an answer is to change the sources it reads, not the model itself. (OpenAI Help Center: Searching the web with ChatGPT)
OpenAI provides a way to report problematic content inside ChatGPT, which is a supplementary step but does not replace fixing the underlying sources. (OpenAI Help Center: How to report content)
For Prefer, ChatGPT's answer to "What is Prefer" changed from fabricated in June 2026 to accurate and cited to tryprefer.com by 2 September 2026 after we corrected the on-site and off-site signals it reads. (Prefer AEO loop gap report (run 1))

Why you have to change the sources, not the answer#

There is no dashboard to edit ChatGPT’s output, so the only durable fix is to change what it reads. OpenAI documents that ChatGPT builds answers from live web sources it is allowed to crawl, and cites them. That means the answer about your brand is a reflection of the public web, and you correct it by correcting the reflection’s source.

Practically, work in this order:

Find the false claim’s origin. Ask ChatGPT the exact question your buyers ask, then look at the sources it cites. The wrong fact usually traces to a specific page: an outdated about section, a stale directory listing, a competitor comparison, or an old news item.
Fix your own site first. State the correct fact plainly, in server-rendered text, on a page a crawler can reach. Add Organization schema so the identity fact is machine-readable, not just prose.
Correct the third-party pages too. If the error lives on a review site, directory, or wiki, update or request a correction there. The model weights corroborating sources, so one fixed page is often not enough.
Report clearly harmful errors in ChatGPT. OpenAI offers a way to report problematic content. Use it for damaging mistakes, but treat it as a supplement, not the main fix.

What “corrected” actually looks like#

Expect the change to take days to weeks, and confirm it against the real prompts, not a single lucky test. We watched this happen to our own brand. In June 2026, ChatGPT answered “What is Prefer” with fabricated details. After we corrected the on-site facts, shipped schema and an llms.txt file, and cleaned up external listings, the same question returned an accurate answer cited to tryprefer.com by 2 September 2026.

A few honest caveats:

No one can guarantee a specific wording. You are steering the sources, not scripting the sentence.
Old answers can reappear if any source still repeats the error, so fix all of them.
Track it over time. A correction that holds this week can drift as the web changes, which is why monitoring the exact buyer prompts matters more than a one-off check.

Understanding how AI chooses which sources to cite helps you prioritize which pages to fix first. To watch how AI engines describe your brand and catch errors as they appear, track your AI citations, or run a free AI visibility audit to see the current state first.

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