What Does ChatGPT Say About Your Business? Here's How to Check

What does ChatGPT say when you ask it about your name, your trade and your city? That is the question to test tonight, in five minutes, before you even think about SEO or advertising. More and more potential customers, in Lyon, Bordeaux or Nantes, now ask ChatGPT, Perplexity or Google AI Overviews for advice before calling a tradesperson, booking a restaurant or choosing a doctor. If your business is missing from these answers, if the information shown is wrong, or if it is several years out of date, you are losing customers without even knowing it. This guide shows you exactly which questions to ask, how to read the answers and what to fix first.

In short

• Test your business by typing its name, your trade and your city into ChatGPT, Perplexity and Copilot.
• An AI answers using what it finds on the web: your Google listing, your site, directories, reviews, local press.
• Three outcomes are possible: total absence, wrong information, or outdated information.
• Each case has a precise fix, usually starting with your Google Business Profile and your website.
• Results shift over several weeks, not overnight: consistency matters more than urgency.

Why ChatGPT talks about your business (or does not)

ChatGPT does not guess. When web search is turned on, the AI looks up recent information online, much like Google would, then rephrases an answer. Without that step, it relies only on its training data, which has a cutoff date and almost always ignores small local businesses, unless they already had a solid online presence when the data was collected.

In practice, a generative AI builds its answer from several types of signals:

• Your Google Business Profile: name, address, phone, hours, category, reviews.
• Your website: text content, structured data, consistency of information.
• Local directories and citations: business listing sites, industry platforms, chambers of commerce.
• Customer reviews: their number, average rating, and how recent they are.
• Local press and outside mentions: articles, interviews, partnerships visible online.

A business that only exists physically, with no consistent digital footprint, is practically invisible to these tools, a mechanism close to what explains why some businesses manage to get cited by ChatGPT, Claude or Perplexity while others, just as serious, stay invisible.

The 5 minute test to run tonight

The questions to ask

Open ChatGPT (with web search turned on if possible), Perplexity and Copilot, then ask, one after another:

1. "What is the best [your trade] in [your city]?"
2. "Recommend a [your trade] in the [neighborhood name] area of [city]."
3. "Who is [your exact business name] in [city]?"
4. "What are the hours and phone number for [your business name]?"
5. "Does [your business name] have good reviews?"

Write down each answer word for word. That raw material is what tells you where the gaps are.

Test more than one AI

ChatGPT, Perplexity, Copilot (powered by Bing) and Gemini do not draw on exactly the same sources or with the same priorities. A business can be correctly cited by Perplexity and completely absent from ChatGPT, or the other way around. The test only makes sense if you compare at least two or three tools, much like you would compare your ranking on Google and on Google Maps.

How to read the answers

What the AI answers	Diagnosis	Priority action
Nothing, or a different business in the same trade	Total absence of online signal	Create or optimize the Google listing, website, directories
Wrong address, phone number or hours	Inconsistent information (NAP)	Fix it across every platform at once
Old name, old address, mentions of closing	Outdated content picked up by the AI	Update the Google listing, website and local citations
Correct but very generic answer, no reviews mentioned	Weak but existing presence	Strengthen content, reviews, specialties
Precise answer, reviews mentioned, clear recommendation	Good visibility for generative AI	Maintain and monitor regularly

One point deserves special attention: if the AI confuses you with another business, whether same name or same trade in a different city, it is often a sign of a poorly categorized Google listing or a website that does not clearly state your service area.

Fixing what is wrong

If your business is absent

This is the most common case for small businesses. Three actions cover most of the result:

• Create or complete your Google Business Profile, with a precise category, a clear description, recent photos and up to date hours.
• Have a website that clearly states your name, address, phone number and hours, ideally with structured data (schema.org LocalBusiness) that search engines and AI can read easily.
• Appear in recognized local directories, which often serve as a secondary source for AI when the Google listing is not enough.

If the information is wrong

First check the consistency of your name, address and phone number (the well known NAP trio) across every platform where your business appears. A single wrong address on one directory can be enough to distort an AI answer for months. Fix the source, not just the Google listing, or the error will keep circulating.

If the information is outdated

Generative AI prefers to cite content that shows recent signs of life. Regularly posting updates on your Google listing, refreshing your website, adding new photos and encouraging recent reviews sends a clear signal: your business is active today, not just three years ago.

Why this matters more and more for finding local customers

The share of searches that end without a single click to a website keeps growing, driven by AI generated summaries. A tradesperson in Toulouse, a restaurant in Marseille or a dental practice in Lille can now lose a prospect before that person even opens Google Maps, simply because the AI recommended a better ranked competitor. It is a deep shift that touches every local sector, from neighborhood shops to healthcare professionals.

This trend connects to the logic already known in local SEO and visibility for AI search engines: the more consistent, complete and up to date your online presence is, the better your chances of being the cited answer, whether from Google, ChatGPT or Perplexity.

How long before you see a change

Do not expect an overnight result. Generative AI partly relies on web indexes that update gradually, and on training data that changes even more slowly. In general, fixes made to your Google listing and website produce visible effects within a few weeks, while models without live search can take much longer. Consistency, review after review, update after update, matters more than a one time fix. To track this progress over time, some business owners rely on dedicated tools to measure AI visibility rather than repeating the manual test every week.

Frequently asked questions

Can ChatGPT really recommend a specific local business?

Yes, provided web search is turned on and the business has enough of an online presence (Google listing, website, reviews, mentions). Without active web search, ChatGPT only knows what was already widely available online at its training cutoff date.

Why does an AI know a competitor but not my business?

Usually because that competitor has a more complete Google listing, more recent reviews, a better structured website, or more mentions in local directories and articles. It is almost never a matter of luck, but of online signals built up over time.

Do I have to pay to appear in ChatGPT's answers?

No, there is currently no paid advertising that gets you directly into a ChatGPT answer. Visibility is built through organic signals: an optimized Google listing, a clear website, customer reviews, consistent local citations.

Why do Perplexity or Google give different answers than ChatGPT?

Each tool queries the web differently and sometimes prioritizes different sources. That is why you should test more than one AI before concluding your business is invisible everywhere.

How often should this test be repeated?

Once a quarter is enough for most small businesses, or more often right after a change of address, hours or name. AI tools and search engines evolve regularly, so a periodic check avoids unpleasant surprises.

Does the number of Google reviews influence an AI's answer?

Yes, indirectly. A steady volume of recent reviews and a good average rating strengthen your listing's credibility in Google's eyes, which increases the chances it gets picked up and cited by generative AI relying on that same data.

Conclusion

The test costs nothing and takes five minutes, but it often reveals a surprising gap between the reality of your business and what AI tools say about it. If the result worries you, the good news is that every case, whether absence, error or outdated content, can be fixed with concrete, measurable actions. At Lenobot, this online presence upgrade (website, Google listing, SEO) is part of the work we do for a single business per trade and per city. If you want to check whether your trade is still available and find out exactly what needs fixing, a Lenobot expert can run this diagnosis with you and call you back within 48 hours.