What does ChatGPT say about your company? How to check

Check your company by asking both branded questions and the questions buyers use to compare providers. Record mentions, descriptions and citations across several engines and repeat the checks.

Measuring AI visibilityBy Tilio7 min read

The useful version is asking the questions your customers ask, across ChatGPT, Claude, Gemini, Perplexity and Google’s AI Overviews, and writing down whether you’re named, what’s said, and which pages are linked. Do that on a few different days and you’ll know where you stand before a prospect does.

Can I see what ChatGPT says about my company?

Use three types of check: ask about your company directly, ask buyer questions without naming your brand, and repeat those questions over time. Each reveals a different part of your visibility.

A branded question can reveal factual errors or confused positioning. Unbranded recommendation and comparison questions show whether your company appears before a buyer has named it. You need both views.

Which questions should I ask?

Ask the questions a customer would ask before they’ve heard of you. Write 15 to 20 of them in plain language, mostly recommendation and problem questions, with two or three about your company by name so you can see how you’re described.

Three types cover it. Recommendation questions: “who’s a good commercial insurance broker for a small manufacturer in the Midlands”. Problem questions: “what should I look for in a payroll provider”, “how do I cut energy costs in a hotel”. Comparison questions: “how do X and Y differ for a company our size?”. Then a couple of branded ones, “what does [company] specialise in” and “is [company] any good”, so you can check what’s said and whether it’s accurate.

Write them the way a customer would, not the way your website does. If your site says “integrated facilities solutions” and your customers say “someone to look after the building”, ask about someone to look after the building. How to create tracked prompts goes into this in detail.

How do I check ChatGPT, Claude, Gemini, Perplexity and Google?

Run each question in a fresh conversation in each assistant, with web search on where it’s an option, from the country you sell in. The fresh conversation matters: assistants carry context from earlier messages, so a run of questions in one chat will colour each answer with the last.

For ChatGPT, use a temporary chat so memory and past conversations don’t shape the answer. Claude and Gemini both search the web when the question calls for it; check the answer shows sources. Record any sources Perplexity displays and note when no citation is available. For Google, run the question as a normal search and read the AI Overview if one appears, then run it again in the AI Mode tab, because the two don’t always agree. If you’re checking from outside the market you sell in, use a VPN or ask a colleague there, because location changes the sources.

Read past the first paragraph. Assistants often name a business in a list further down, or link to a page without naming the company in the text. Both count, in different ways. Mentions and citations in AI search explains why.

Why do the answers change every time I ask?

Because each answer is generated fresh, often from a fresh search, and the assistant doesn’t pick the same sources or the same wording twice. Models are updated regularly, and the web they read changes daily. One answer is a sample, not a verdict.

The practical fix is repetition. Ask each question on three or four different days and count how many times you’re named out of how many tries. A company named in three of four runs is visible for that question. A company named once in four is on the edge. That count is far more reliable than any single screenshot, which is the whole point of tracking the same questions over time rather than checking once. How tracked prompts work covers the method.

What should I write down?

Eight things per answer, in a spreadsheet: the question, the assistant, the date, whether you were named, where in the answer you appeared, what was said about you in one line, which pages were linked, and which other businesses were named. After a week the patterns are obvious.

What to record for each AI assistant answer about your company
ColumnWhat to record
QuestionThe exact wording you used
AssistantChatGPT, Claude, Gemini, Perplexity, Google AI Overviews or AI Mode
DateSo you can see change over time
Named?Yes or no
PositionFirst, in a list, or a passing mention
What was saidOne line, in the assistant’s words
Pages linkedYours and anyone else’s
Others namedEvery competitor mentioned

You’ll see which questions you’re missing from entirely, which assistants know you and which don’t, and who you’re actually up against in AI answers, which is often not the competitor set you’d have written down.

What if the answer is wrong?

Trace where it came from before you try to correct it. Wrong statements in AI answers usually come from a page somewhere on the web, not from your site, so fixing your site alone rarely changes the answer. AI is saying the wrong thing about your brand covers how to find the source, decide whether it’s worth correcting, and prove the answer changed.

If you’re absent rather than misdescribed, that’s a different problem with a different fix. Why AI recommends your competitor and not you explains it.

How do businesses track this every day?

The manual check above is the right place to start, and it stops scaling at about 20 questions and two assistants. Businesses that take AI search seriously run a fixed list of customer questions through the assistants every day, record every mention and every linked page automatically, and read the trend rather than the snapshot.

That’s what tracked prompts are: the same questions, the same assistants, every day, with the results kept. What AI visibility platforms can and can’t measure is a plain account of what that data does and doesn’t tell you.

Where to go from here

This is what Gain, Tilio’s monthly AEO programme, is for. Analytics tracks the questions your customers ask across the agreed answer engines and shows where you’re named, where you aren’t and what’s being said. It sits alongside agreed content, technical improvements and off-site work. Are you free for 20 minutes in the next week or so?

Frequently asked questions

Does ChatGPT know my company exists?

If your company has a website that’s been online for a while and is mentioned anywhere else on the web, almost certainly yes. Whether it recommends you is a separate question, decided by what the pages it retrieves for a customer’s question say about you.

Is what ChatGPT says about my company the same for everyone?

No. Answers vary with the wording of the question, the user’s location, whether web search was used, and what the user has asked before. Two people asking the same thing on the same day can get different answers, which is why you check on several days and count.

How often should I check?

Weekly is enough to see meaningful change if you’re doing it by hand, and daily if it’s automated. Checking once tells you what one answer looked like on one day, which is close to useless. What matters is the count over time.

Can I stop an AI assistant saying something about my company?

Not directly, and you can’t remove yourself from answers. What you can do is find the source of a wrong statement and correct or replace it, then check that the answer moves. Most inaccuracies come from third-party pages rather than the assistant inventing things.

Have the check run for you

Tilio is a UK answer engine optimisation agency. We track your customers’ questions across ChatGPT, Google Gemini and Google AI Overviews, record every mention, position and linked page, and turn what the data shows into priorities for the work that changes the answer.