Why AI Assistants Get Your Business Info Wrong, and How to Fix It

You ask an AI assistant about your own business and something is off. The hours are wrong. It says you do not offer a service you have offered for years. It lists a phone number that rings an old cell phone. Or it does not mention you at all.

This happens to good businesses all the time, and it is usually fixable. Here is why it happens and what to do about it, with heating and cooling companies around Birmingham, Alabama as the example.

AI tools can and do make mistakes

Start with the honest truth: these tools are not perfect. Google's own Search Help page says plainly that AI responses may include mistakes. The same goes for other assistants. They summarize what they find, and if what they find is outdated or conflicting, the summary can be wrong.

That is frustrating, but it also points to the fix. Most errors trace back to the information sources the AI learned from.

Reason one: your listings disagree with each other

The SOCi 2026 Local Visibility Index found that AI assistants synthesize signals across Google Maps, Yelp, Facebook and brand websites, and that inconsistent or incomplete listings reduce AI confidence.

Think of the AI as a careful researcher reading several records about you. If Google says you close at five, Facebook says six, and Yelp has no hours at all, the researcher has to guess. Sometimes it guesses wrong. Sometimes it decides you are too uncertain to recommend.

Reason two: old information never got cleaned up

Businesses change. You move from a home office to a shop. You switch phone systems. You add duct cleaning or drop commercial work. Each change leaves a trail of old listings on directories you may have forgotten you were ever on.

Imagine an HVAC company that moved from Pelham to a new shop in Hoover. The owner updated Google and the website, but a few older directories still show the Pelham address. An AI assistant that reads those older records may describe the company as being in the wrong city, or blend the two addresses into confusion.

Reason three: your website is vague

Many local websites say things like "Serving the greater Birmingham area with all your comfort needs." That is friendly, but it is hard for a machine to interpret. Which services? Which towns? Do you handle emergencies? Do you work on heat pumps?

If your site does not say it clearly, the AI may fill the gap from someone else's description, or leave it out entirely.

Reason four: your reviews live in one place

Reviews often mention specific services and places: "They fixed our heat pump in Vestavia the same afternoon." That kind of detail helps an AI understand what you do. But the BrightLocal Local Consumer Review Survey 2026 notes that AI tools can't see inside Google's reviews, which is why a "Reviews Everywhere" approach matters. If all your detailed reviews sit only on Google, assistants may be missing much of your story.

Reason five: AI crawlers cannot read your site

Some websites block AI crawlers in their robots.txt file, often by accident or through a default setting. If the AI cannot read your own pages, it relies more heavily on third-party sources that may be outdated.

Why getting it right matters

Wrong information does not only cost you the AI mention. It can cost you the customer's trust. BrightLocal found that 97% of AI users sometimes double-check AI recommendations against real reviews, and 88% of AI users fact-check reviews cited by AI. If a customer checks and finds conflicting hours or a dead phone number, they may move on.

And the opportunity is large. BrightLocal found 45% of consumers have used AI tools for local business recommendations, up from 6% the year before.

How to fix it, step by step

• Write down your correct facts. Settle on one exact business name, address, phone, hours, services and service areas. This becomes your master record.
• Ask AI tools about yourself. Try ChatGPT, Gemini, Perplexity and Google. Use the questions customers ask. Record what each one says and date your notes.
• Find the source of each error. If an assistant has your old address, search for that address online and see which listings still show it.
• Correct every listing. Update Google Business Profile, Yelp, Facebook, the Better Business Bureau, and industry and local directories. Remove or merge duplicate listings.
• Make your website specific. Add a page for each main service and each main area you serve. State your hours and emergency availability clearly.
• Add an FAQ section. Answer the questions callers ask most, in plain words.
• Add schema markup. Structured data on your site should list your name, address, phone, hours and services, matching what visitors see.
• Check your robots.txt. Make sure reputable AI crawlers are allowed to read your site.
• Build reviews on multiple platforms. Ask satisfied customers to share their experience on more than one site, and respond to reviews.
• Check again later. Changes take time to show up. Recheck on a regular schedule and keep your dated notes.

Use Google's new tools if you have a website

Google has added more visibility for website owners. As of Aug 31, 2026, Search Console includes a control that lets owners choose whether their site appears in and grounds generative AI Search features, plus reporting on appearances in AI responses. For most local businesses that want to be found, the sensible choice is to stay included and use the reporting to see where you show up.

This is maintenance, not a one-time fix

Listings drift. Directories pull old data back in. Staff change the hours on one platform and forget the others. The businesses that stay accurate in AI answers are usually the ones that check and correct on a routine basis.

That routine is what Roarpoint AI Visibility is built for: listings management across directories, review monitoring and responses, dated AI prompt checks that show what assistants say about you over time, and map-grid local ranking reports. Whether you do it yourself or have help, the principle is the same. Give AI tools one clear, consistent and current version of your business, and they have far fewer chances to get it wrong.