● The short answer
Find out where the claim comes from, then fix it at the source. Run the same question in several assistants, read the cited sources, correct outdated listings and pages, respond to the underlying reviews or articles, and publish clear facts on your own site. Report factual errors through each tool's feedback options. Then recheck monthly, because answers change.
Key takeaways
- Negative AI answers usually trace back to reviews, old articles, listings or your own pages.
- Check the cited sources, classify the problem, and fix it where it starts.
- Publish clear, crawlable facts on your own site for assistants to cite.
Why AI says negative things
AI assistants usually are not inventing opinions about you from nothing. Their answers are grounded in what they can retrieve or learned in training: reviews, forum threads, news articles, listings and your own site. Negative or wrong answers tend to fall into four buckets:
| Type | Likely source | Main fix |
|---|---|---|
| Fair criticism | Recurring complaints in reviews or forums | Fix the operational problem, respond publicly, build recent positive reviews. |
| Outdated facts | Old listings, archived articles, old pages on your site | Update listings and your site, redirect old pages, ask publishers to correct. |
| Confusion with another business | Similar names, shared addresses | Clarify your entity: consistent name, schema, distinct descriptions. |
| Plain error | Weak or no sources, model guessing | Publish clear, crawlable facts and report the error. |
The how is where we come in.
What we walk through with you, for your business:
- Step-by-step response
- What not to do
- Our take
Every business is different, so the plan is too. Tell us where you want to show up and we will show you what it takes.
Talk to usMore questions
Can I ask OpenAI or Google to remove something an AI says about me?
You can report inaccurate answers through each product's feedback tools, and serious legal issues such as defamation have separate legal channels. There is no general process for businesses to edit what an assistant says. Fixing the underlying sources is the reliable path.
How long does it take for AI answers to change?
Assistants that search the web live, like Perplexity or ChatGPT with search, can reflect corrected sources within days or weeks once pages are recrawled. Answers based on training data change more slowly, often only with new model versions. Track the same prompts monthly to see progress.
Sources
- Google Search Help: AI Overviews in Google Search
- FTC: Federal Trade Commission Announces Final Rule Banning Fake Reviews and Testimonials
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