Your company (Your company)Competitor
Does Example Co. have live chat?
No. Example Co. only answers customers by email.
For live chat, you need a second tool.
- oldreviews.exampleoldreviews.example
Published 8 min read
OpenAI model (gpt-5.6-luna) via Codex CLI with web search, not the ChatGPT app, 04.11.2026, 1 price question, 10 runs.
ChatGPT has wrong information about your company? You cannot edit ChatGPT. You can fix the pages it reads, ask other sites to correct theirs, and check again every week.
Card needed. Cancel before day 7 and nothing is charged.
Your company (Your company)Competitor
Does Example Co. have live chat?
No. Example Co. only answers customers by email.
For live chat, you need a second tool.
You cannot edit what ChatGPT says about your company, but you can fix the pages it reads. Find the wrong fact and its source page. Fix your page, ask that site to fix theirs, and check weekly.
AI repeats its sources. A wrong fact usually comes from a page. Find that page before you change anything.
Your own page comes first. In our test, 4 of 10 answers cited only other sites. The maker's pricing page was in their results.
No instant fix. Nobody can say when the answer changes. Check the same question weekly.
AI writes from the pages it finds and from what it learned in training. If those are old, unclear or about someone else, it repeats them.
Your own pages disagree
An old price page and a new one both stay online.
Other sites are out of date
A review, directory or old press article still shows last year's facts.
Training memory is older
The model learned about you before your change.
A close name
AI joins facts of another company with a similar name.
No page answers it
AI fills the gap and makes up a fact.
Each cause has its own fix. So the first job is always the same: find where the wrong fact came from. For a name mix-up, read when AI mixes you up with another company.
The same price question got two different answers. When AI skipped the maker's own page, other sites decided the number.
On 4 November 2026 we asked an OpenAI model one question in 10 new chats. What does one email marketing tool cost per month for 2,500 contacts? We asked for one price in US dollars and the plan name.
| Item | Count | Share |
|---|---|---|
| Cited the maker's own website | 6 | 6 of 10 |
| Cited only other sites | 4 | 4 of 10 |
OpenAI model (gpt-5.6-luna) via Codex CLI with web search, not the ChatGPT app, 04.11.2026, 1 price question, 10 runs. One question about one email marketing tool, 2,500 contacts. Sources: nenn-price-test
Open the links next to the wrong claim. The page that says it is the page you need to fix.
Your company (Your company)Competitor
Does Example Co. have live chat?
No. Example Co. only answers customers by email.
To learn how each engine picks its pages, read where ChatGPT gets its information.
Work from your own site outwards. These five steps fix the source, which every AI engine reads.
Use the check above. Keep a short list: fact, engine, date, cited page.
Put price, plan names, address and key features in plain text on one clear page. Take old pages down or redirect them. Show an "Updated" date.
Send a short, polite note with the right fact and a link to your page. For directories, edit your own listing.
In ChatGPT, use the thumbs-down button under the answer and say what is wrong. This sends feedback to OpenAI. Your pages stay the lasting fix.
Ask the same question on the same engines. Write down the date and the answer.
Want the weekly check and the correction notes done for you? Start the 7-day trial
Old facts often come from training memory or from pages nobody updated. Fix the pages, then help search engines find the new version.
AI is more likely to make up a fact when no page answers the question. So publish the answer yourself.
Look at the questions where AI guessed. Write one short page or FAQ entry for each, with the answer in the first sentence.
Example: AI guesses whether your tool has a German version. Add the FAQ line "Is Example Co. available in German?" Answer it with a clear yes or no.
There is no fixed time. With search on, ChatGPT can use your new page once it reads it again. For Google, crawling can take a few days to a few weeks.
It sends your feedback to OpenAI. We know of no case where one rating changed an answer for everyone. Fixing the cited page works on every AI engine.
Make your own page the clearer source: one page, plain text, a date. Ask again after a few weeks. Directory listings you own you can fix yourself.
Not on its own. Google says AI features need no special markup, and markup must match the visible text. Fix the text first.
Yes. It may read another page first or mix you up with a close name. That is why you check the cited links, not only the answer.
The check shows the facts AI states about your company and the pages it took them from. In the trial, Nenn drafts the correction note and you send it.
Card needed. Cancel before day 7 and nothing is charged.
Does Example Co. have live chat?

Why AI mixes up names, and how long a fix takes to show.