You ask ChatGPT about your own business and something is wrong. Hours you changed two years ago. A price you haven't charged since 2024. A service you stopped offering. Or a detail that's just, flatly, made up.
It's infuriating, and it's not harmless. Customers trust that answer. They plan around those wrong hours and show up to a closed door, or they rule you out over a price that isn't real.
Here's the reassuring part: AI gets your business wrong because of the information it found, which means you can change the information and correct the record. Here's how.
The Short Version
AI rarely invents details from nothing, it assembles answers from outdated, conflicting, or thin sources. Find exactly what's wrong on each engine, correct the underlying sources, make the right answer prominent and consistent, then re-check.
| Cause of the error | The fix |
|---|---|
| Outdated sources | Update old listings and cached pages |
| Conflicting info | Make every source say the same thing |
| Thin info | Add clear, complete content |
| Confused with another business | Strengthen your distinct identity |
| Genuine hallucination | Add more real data to crowd it out |
Why AI Gets Businesses Wrong
AI engines don't make things up out of nowhere, usually. They assemble an answer from what they can find, and they get it wrong for a few specific reasons:
- Outdated sources. Old listings, cached pages, or stale directories still say things that used to be true.
- Conflicting information. Your site says one thing, a directory says another, and the engine picks wrong.
- Thin information. When there's little to go on, the engine fills gaps with assumptions or generic patterns.
- Confusion with another business. Similar names or locations get blended together.
- Genuine hallucination. Occasionally the model generates a plausible-sounding but false detail, especially when real data is sparse.
Notice the pattern: almost every cause is an information problem you can influence. It usually traces back to weak entity recognition, the engine doesn't have a clear, confident picture of you.
Step 1: Find Out Exactly What's Wrong and Where
Ask the major engines, ChatGPT, Claude, Perplexity, Gemini, Copilot, the questions a customer would, and document precisely what's incorrect on each. Wrong hours? Outdated price? A service you dropped? Knowing the specific errors tells you which sources to chase. The manual AI visibility audit gives you a repeatable way to do this.
Step 2: Fix the Source Information
Track down where the bad information lives and correct it:
- Update your website so the accurate facts are clearly stated in real text
- Correct your Google Business Profile, Bing Places, and major directories
- Fix or remove outdated listings and cached pages wherever you can
- Make sure every source says the same, current thing
Engines re-read the web over time. When the consistent, corrected information outweighs the old, the answers update.
Step 3: Make the Correct Answer Impossible to Miss
Don't just bury the right fact somewhere, state it prominently and clearly. If AI keeps saying you're closed Sundays when you're open, put your hours in plain text on your homepage, your profile, and your contact page. Redundant, consistent, current information crowds out the error.
Step 4: Strengthen Weak Spots So It Doesn't Recur
If the error came from thin information, the fix is depth: add clear content about the service, price, or detail that was misrepresented. A strong FAQ section helps here, see how to write content AI will actually cite. The more solid, consistent data exists, the less room the engine has to guess wrong.
Step 5: Re-Check and Monitor
After making changes, give the engines time to re-crawl, then test again. AI visibility isn't set-and-forget, facts change, sources drift, and new errors appear. Periodic checks catch problems before they cost you. This is part of why AI visibility scores fluctuate and why ongoing measurement matters.
Frequently Asked Questions
Can I just tell the AI company to fix it? Some platforms offer feedback mechanisms, and they're worth using, but the durable fix is correcting the underlying web information the engine reads. That's what actually changes future answers.
How long until the correct information shows up? It depends on how quickly engines re-read your sources, but consistent corrections across your site and listings typically influence answers within weeks, not days.
What if AI is confusing me with another business? Strengthen your distinct identity: consistent exact name, clear location, specific services, and schema markup that defines you as a distinct entity. The clearer your boundaries, the less you get blended.
Is a wrong AI answer worse than no answer? Often, yes, a confident wrong answer can actively send customers away, while being absent just means you're not considered. That's why monitoring what AI says about you matters as much as building visibility.
A wrong AI answer feels like something being done to you. It isn't. It's a reflection of the information out there, and that's something you can change.
Check your free AI Visibility Score to find every place AI gets your business wrong and which sources are feeding the errors.
