AEO · AI search

How to Check if ChatGPT Mentions Your Business

By Shaheen Arif, Founder, GetServices.ai · October 23, 2026 · 12 min read

Quick answer To check if ChatGPT mentions your business, open a Temporary Chat with personalization off, turn on web search, and ask 10 to 15 questions a real customer would ask: your brand name, your category, your city and your competitors. Run each question at least three times, log whether you are named or cited, and track the share of answers that include you over time, not any single answer.

Key takeaways

A single ChatGPT answer proves very little. Answers change from run to run, so measure how often you appear across many runs.
Test three kinds of prompts: brand questions, category questions and local or comparison questions. Category prompts are where new customers find you.
Use a clean session (Temporary Chat without memory) so your own history doesn't shape the answer.
ChatGPT adds utm_source=chatgpt.com to links it sends, so you can see real ChatGPT visits in Google Analytics.
If you're missing, check the basics first: OpenAI's search crawler can reach your site, your pages answer questions directly, and other trusted sites mention you.

Some customers now ask an AI assistant the questions they used to type into a search engine. They type "who's the best roofer near me?" or "what's a good bookkeeping tool for a two-person shop?", and they read whatever ChatGPT says. If your business isn't in that answer, you never get the chance to compete. The good news is that you can check if ChatGPT mentions your business yourself, for free, in under an hour. Here's how to do it in a way that gives you numbers you can trust, and what to fix if the answer is "not yet".

What counts as ChatGPT "mentioning" your business?

Before you test anything, decide what you're looking for. There are three different outcomes, and they don't mean the same thing:

A mention: ChatGPT names your business in its answer, with or without a link. This is awareness. The assistant knows you exist and thinks you're relevant.
A citation: ChatGPT links to a page on your website as a source. This happens when it searched the web and used your page to build the answer. A citation can send you a visitor.
A recommendation: ChatGPT names you as an option the person should consider, often in a short list. This is the outcome that matters most for sales.

It also helps to know where the answer comes from. ChatGPT can answer from what its model already learned, or it can search the web first. OpenAI's help page says ChatGPT may search automatically when a question needs current information, and you can also turn search on yourself from the tools menu. When it searches, it usually rewrites your question into one or more targeted queries for its search providers, and the answer can show citations and a Sources button listing the links it used.

That matters for testing. A mention without search reflects what the model learned. A citation with search shows whether your current website is findable and worth quoting. Record which one you got.

Why does ChatGPT give a different answer every time?

Ask ChatGPT the same question twice and you'll often get two different lists of businesses. That isn't a glitch, and it's why one-off checks mislead people.

The clearest evidence so far comes from a SparkToro study run with Gumshoe.ai and reported by Search Engine Journal in January 2026. Hundreds of volunteers ran 12 brand-recommendation prompts 60 to 100 times each across ChatGPT, Claude and Google's AI results, for 2,961 runs in total. ChatGPT and Google's AI had less than a 1-in-100 chance of returning the same list of brands twice, and the same list in the same order appeared less than 0.1% of the time. Even so, strong brands kept appearing: in the headphone prompts, the leading brands showed up in 55% to 77% of answers.

The study's practical lesson is the one this guide is built on: stop asking "where do I rank in ChatGPT?" and start asking "in what share of answers do I appear?" The researchers called a single ranking position unreliable and suggested tracking visibility across many runs instead. The study is not peer-reviewed, and its authors said larger follow-up studies are needed, but the direction is clear.

Which prompts should you test?

Build a prompt set of 10 to 15 questions before you start, and keep it fixed so results stay comparable month to month. Write them the way customers talk: borrow wording from sales calls, your contact form and phone questions. Spread them across five types:

Five prompt types to include in your test set (examples use a fictional bakery)
Prompt type	Example prompt	What it tells you
Brand	"What is Maple Street Bakery known for?"	Whether ChatGPT knows you and describes you correctly
Category	"What are the best places to order a custom birthday cake?"	Whether you appear when someone doesn't know your name yet
Local	"Best bakery for wedding cakes in Portland, Maine"	Whether you show up for the city or area you serve
Comparison	"Maple Street Bakery vs Harbor Cakes: which is better for gluten-free?"	How you're described next to a named competitor
Problem	"I need 200 cupcakes by Friday. Who can do that near me?"	Whether your pages answer real, specific needs

Weight the set toward category, local and problem prompts. Brand prompts catch wrong facts, but people who type your name are already on their way to you. The growth is in the questions where they don't know you yet.

How do you check if ChatGPT mentions your business, step by step?

Open a clean session. Start a Temporary Chat and choose the unpersonalized option. OpenAI says that option does not use memory or custom instructions, and the chat stays out of your history.
Turn on web search. Choose Search from the tools menu so every run uses live results. Then run the same prompts once more with search off, so you can see what the model knows without searching.
Paste each prompt exactly as written. Don't add your business name to category prompts, and don't steer with follow-ups like "what about Maple Street?".
Run each prompt at least three times. Use the regenerate button or a new Temporary Chat each time. Three runs is a floor. Ten runs gives a much steadier picture for your most important prompts.
Open the Sources. When ChatGPT shows citations or a Sources button, note which sites it used. Directories and review sites in that list are places you may want to appear.
Log every run. Record the date, prompt, search on or off, whether you were mentioned, cited or recommended, your position in any list, and the competitors named.
Check what it says about you. For brand prompts, compare every fact against your website. OpenAI itself notes that search results and citations can be incomplete, outdated or incorrect, so wrong details are worth fixing at the source.
Repeat monthly. Use the same prompts, the same settings and the same number of runs, so changes reflect your work rather than your method.

Figure 1. Keep the prompts, settings and number of runs the same every month so the trend means something.

Check the part you control first

Before ChatGPT can cite your pages, AI crawlers have to be able to read them. The free ATLAS AEO scan checks 22 signals across AI crawler access, page structure, answer readiness and trust.

See what AI assistants can read on your site

How do you turn answers into a visibility rate?

Once you have a log, one number summarizes it. It's the same idea the SparkToro researchers recommended: count how often you appear, not where.

Visibility rate = runs that mention or cite you ÷ total runs × 100

Calculate it three ways: for the whole prompt set, for each prompt type, and separately for runs with search on and off. The split by type is the useful one, because it tells you what to work on. A business can look strong on brand prompts and be invisible on category prompts, which is very common for small, newer companies.

Figure 2. An illustrative example, not real data. A pattern like this says the brand is known but rarely suggested to new customers.

Keep expectations realistic. With three runs per prompt, one extra mention moves that prompt's rate by 33 points, so judge the trend over two or three months. Also note who appears instead of you: competitors and directories that keep showing up in the Sources are your to-do list.

Is ChatGPT actually sending you visitors?

Prompt tests show what people might see. Analytics shows what they actually did. OpenAI's publisher FAQ says ChatGPT automatically adds utm_source=chatgpt.com to referral links, so you can track visits from ChatGPT search in tools like Google Analytics.

In Google Analytics 4, open the traffic acquisition report, switch the dimension to session source, and look for chatgpt.com. Note which landing pages those visits reach. They're already being cited, so keep them accurate and current.

For Google's own AI features, Google says traffic from AI Overviews and AI Mode is included in the Search Console Performance report, under the Web search type. It isn't broken out separately, but it's counted.

What should you do if ChatGPT doesn't mention you?

A low visibility rate doesn't mean anything is broken. It usually means one of three things: AI systems can't read your site, your pages don't answer the questions clearly, or not enough other sites talk about you. Work through them in that order, because the first is the quickest to fix.

1. Make sure AI search crawlers can reach your site

OpenAI states that any public website can appear in ChatGPT search, and that to be included in summaries and snippets you should not block OAI-SearchBot in robots.txt. OpenAI keeps search and training separate: GPTBot is the crawler you'd block to keep pages out of potential model training. You can block GPTBot and still allow OAI-SearchBot. Other assistants follow the same pattern, as Figure 3 shows.

Figure 3. Green boxes affect whether you can appear in answers. Blocking them can reduce your visibility. Orange boxes relate to training or other AI uses. Grey boxes fetch pages when a user asks.

Anthropic says blocking Claude-SearchBot stops your content being indexed for search and may reduce your visibility in Claude's search results. Perplexity recommends allowing PerplexityBot so your site can appear in its search results. For Google, the AI features page says there are no extra requirements: a page needs to be indexed and eligible to show a snippet, and Googlebot rules control crawling. Open your /robots.txt file and check that none of the search crawlers are blocked by accident. If you use a security plugin or firewall, check its bot settings too.

2. Answer the questions directly on your own pages

If ChatGPT searches for "custom birthday cakes Portland Maine" and your site only says "Welcome to our bakery", there's nothing for it to quote. For each prompt where you're missing, ask whether any page on your site answers that question in plain words near the top. If not, write one. Put a short, direct answer under the heading, then the details: prices if you publish them, service area, lead times, what's included. Google says no special schema or AI-specific file is needed for its AI features. Clear, useful pages are the foundation.

If writing those pages is the bottleneck, an AI workspace can help with first drafts that you then check and edit. GetServices AI Studio is ours: its page describes ROMEO building apps, running ATLAS AEO, writing content and automating daily work.

3. Get mentioned on the sites that keep appearing in Sources

Look back at your log. The directories, review platforms, local news sites and "best of" lists that ChatGPT cites are where it's learning about your category. Make sure your listings on those sites exist, are complete and match your website exactly: same name, address, phone and services. For a plan, see the GetServices.ai guide to building external citations. If you want a team to handle this work with you, GetServices.ai offers AEO and SEO services.

4. Fix wrong facts at the source

If ChatGPT describes you incorrectly, find where the wrong fact comes from. Check the Sources, your old pages and outdated listings, and correct them. The dependable fix is always the underlying pages.

Should you check Claude, Perplexity and Google too?

Yes, if you can, because your customers don't all use the same assistant. The method works anywhere: same prompts, clean session, several runs, same log fields. Perplexity and ChatGPT search both link to the pages they used, which makes them good for finding the sites you need to appear on. Google's AI Overviews appear inside normal search results, so check them in a private browser window with the location you serve.

Don't expect the same result everywhere. The SparkToro study found Claude a little more consistent about which brands it listed, but less consistent about their order. A separate Ahrefs analysis cited in the same report found that Google's AI Mode and AI Overviews cite different sources 87% of the time for the same query. Each platform needs its own column in your log.

For the bigger picture of how these checks fit into a full answer engine optimization process, see our post on the logic engine behind ATLAS AEO.

Frequently asked questions

Can I see what ChatGPT says about my business for free?

Yes. Everything in this guide works with a free ChatGPT account and a spreadsheet. Paid tools just automate the repeated runs.

How many times should I run each prompt?

At least three times per prompt per month, and ten for your most important category prompts. More runs give a steadier rate.

Why does ChatGPT mention my business for me but not for my friend?

Your account may have memory or chat history about your business, and location can differ too. That's why the test uses a Temporary Chat without personalization. Ask a friend in your service area to run the same prompts for a second view.

Does blocking GPTBot stop ChatGPT from mentioning my business?

Not by itself. OpenAI describes GPTBot as the training crawler and OAI-SearchBot as the crawler for search. You can block GPTBot and still allow OAI-SearchBot, which is the one that affects whether your pages can appear in ChatGPT search answers.

How long does it take for changes to show up in ChatGPT?

There's no published timeline. New or changed pages have to be crawled before they can be used in search answers, and what the model learned in training changes even more slowly. Retest monthly and judge the trend over two or three months.

Can I pay to be recommended by ChatGPT?

No source we've found describes a way to buy a place in ChatGPT's answers. Be wary of anyone promising guaranteed AI recommendations. What you can do is make your site readable, answer questions clearly and earn mentions on trusted sites.