AI confuses your business with another: causes and solutions

AI confuses your business with another when it is not sure which business belongs to your name. This happens mostly with shared or common names, with a name that is spelt in different ways online, and when there is little clear information about you. The fix: make your business a clear, unique entity. Use exactly the same name everywhere, write a unique description, link your profiles with sameAs and keep your business profile and About page up to date.

How do you recognise confusion?

Confusion does not always look the same. Watch for these signs in answers from ChatGPT, Gemini, Perplexity or Claude:

• Wrong details. AI gives an address, phone number or opening hours that belong to another business.
• Wrong services. A bakery in Deventer is described as a catering company, because a business with the same name does catering elsewhere.
• Mixed reviews or sentiment. AI mentions strengths or complaints that relate to a namesake.
• A "corrected" name. AI assumes your name is a typo and turns it into a more familiar word or a better-known company.
• Wrong town or country. You are linked to a business with the same name in Belgium or Germany.

This is a form of wrong information. Also read what to do when AI gives wrong information about your business.

Why does this happen?

Entities

AI models think in entities. An entity is a recognisable "thing", such as a business, with properties like name, location, sector and website. If two businesses look very similar, AI may merge them into one entity. Or it picks the better known of the two. You will find more on this in entities: how AI understands who you are.

Shared or generic names

Names like "The Green Garden" or "Smith Installations" are common. The more generic your name, the greater the chance AI mixes up information from namesakes.

Inconsistent name

Is your business listed on your website as "De Korenaar Bakery", in a directory as "Korenaar Bakery" and on social media as "dekorenaar"? Then it is hard for AI to see that this is the same business. See also consistent business details online.

Little information

If there is little to find about you online, AI sometimes fills the gaps with what it does know. That is often information about a better-known business with a similar name.

Unusual spelling

A name with a deliberate spelling, such as a missing letter or an English word, may be "corrected" by AI. The model assumes the usual spelling was intended.

How do you check it?

Ask a few questions in different AI assistants:

1. "What do you know about [business name] in [town]?"
2. "What is the address and phone number of [business name]?"
3. "What does [business name] do and what do customers think of it?"
4. A customer question from your field, such as "good bakery in Deventer". Are you mentioned, and with the right details?

Do this in ChatGPT, Gemini, Perplexity and Claude. Answers differ per model and each time, so one test tells you little. See why AI answers differ. In Perplexity, also look at the sources. There you can often see which website is causing the confusion.

How do you fix it?

1. Choose one name and use it everywhere

Decide on the official spelling of your business name. Use it on your website, in your business profile, in directories, on social media and in press releases. Update old listings where you can.

2. Write a unique description

Write one clear sentence that fits only you. For example: "De Korenaar is an artisan sourdough bakery in Deventer, founded in 2012." Combine name, location, trade and something distinctive. Use that sentence on your homepage, your About page and your profiles.

3. Build a strong About page

Say who you are, where you are based, since when and what you do. You can also say what you are not: "We are not affiliated with [namesake] in [other town]." That helps people and AI alike. Read more about an About page that builds trust with AI.

4. Add structured data with sameAs

With schema.org data you tell search engines and AI exactly who you are: name, address, phone number, website and sector. With the sameAs property you point to your official profiles, such as your business profile, LinkedIn or social media. That links those sources to one entity. See the LocalBusiness example.

5. Keep your Google Business Profile up to date

Your business profile is an important source for AI. Check the name, address, category and website. Report duplicate or incorrect listings to Google.

6. Earn more clear mentions

The more often trusted sites mention you correctly, with name and location, the stronger your entity becomes. Think of local press, industry directories and partners.

Frequently asked questions

Can I ask AI to fix the mistake?
You can give feedback in the AI assistant, but that usually does not fix it for good. The sources AI relies on need to be correct.

Should I change my business name?
Usually not. A unique description and consistent details often help a great deal. For a new business, though, it is wise to check whether your name is already common.

How long before AI gets it right?
That varies. Some AI assistants search the web live and respond faster. Others rely more on older training data. See how long GEO takes.

Keep an eye on it

Want to know how ChatGPT, Gemini, Perplexity and Claude talk about your business? Try the free AI check. Want to follow every week whether AI mentions you correctly, with sentiment and concrete advice? Then take a look at GEO tracking.