# What a mention means in ChatGPT Business Hub (and why mine didn't match)

For an online business, Business Hub counts a mention only when ChatGPT references your website, not when it says your name. My own numbers from the first week, and what the count can and can't tell you.

By Dasha. Updated November 12 2026. https://heardofyou.io/guides/chatgpt-business-hub-mentions

Business Hub shows you a number called mentions. It is tempting to read it as "how often ChatGPT recommended me". It isn't quite that, and the difference matters if you are deciding whether your site needs work.

## The definition, from OpenAI's help article

OpenAI's help article on [setting up your business on ChatGPT](https://help.openai.com/en/articles/20001635-setting-up-your-business-on-chatgpt) splits it in two.

- **Online businesses.** A mention is logged when ChatGPT references your website. The brand name alone does not count.
- **Local businesses.** A mention is logged when ChatGPT shows a result for your location, even if the customer never opens the listing.

So for a software product or an online shop, ChatGPT can say your name in a full paragraph and Business Hub will not count it, unless the answer also points to your site.

## My own numbers from the first week

I claimed heardofyou.io the night Business Hub launched. I also run my own checks every day, asking ChatGPT and four other AIs the same questions and saving every answer. Here is ChatGPT only, side by side.

| Day | My test answers that cited heardofyou.io | Business Hub mentions |
|---|---|---|
| Nov 7 | 19 | 1 |
| Nov 8 | 0 | 1 |
| Nov 9 | 21 | 31 |
| Nov 10 | 0 | 20 |
| Nov 11 | 0 | 20 |

Two things I read from this, both still guesses.

1. **My test runs probably don't count.** They go through OpenAI's API, not the ChatGPT app. On November 7, 19 of them cited my site and Business Hub showed 1. If API answers counted, that day would have been near 20.
2. **The steady 20 a day comes from somewhere else.** On November 10 and 11 my own runs cited me zero times, and Business Hub still showed 20 each day. Those are real people in ChatGPT. Since almost nobody asks "what should I use" and gets my name back yet, my best guess is people asking about Heard of You by name after seeing a post or an email.

I also checked whether the count follows my outreach day by day. It doesn't. November 11 was my busiest day so far and the count stayed at 20, exactly like the day before.

## What the count can tell you

- **That ChatGPT is pointing people at your site at all.** For an online business, a mention means your URL showed up in an answer. Zero for weeks is a real signal.
- **Whether that changes over 28 days.** Use it as a trend line, not a score.

## What it can't tell you

- **Which questions.** OpenAI says businesses don't receive individual prompts or conversations.
- **Who got named instead of you.** The chart counts you, not your competitors.
- **Whether strangers find you.** A buyer asking "what's the best tool for this" and a fan asking "is Heard of You legit" both count the same.
- **The other assistants.** Claude, Gemini, Perplexity and Meta's Muse are not in it.

If the question you care about is "when a stranger asks ChatGPT what to buy, do they hear my name", Business Hub can't answer it. You have to ask those questions yourself, more than once, and read what comes back. That's what my [free check](/check) does for five questions across five AIs, and the [Business Hub guide](/guides/chatgpt-business-hub) covers setup step by step.

## Questions

**What counts as a mention in ChatGPT Business Hub?**

Per OpenAI's help article, for an online business a mention is logged when ChatGPT references your website. Your brand name alone does not count. For a local business, a mention is logged when ChatGPT shows a result for your location, even if nobody opens it.

**Why does Business Hub show fewer mentions than I expected?**

Usually because ChatGPT named you without linking or citing your site, and that does not count for an online business. Answers made through the API also don't seem to count. On November 7, 19 of my own test answers through the API cited heardofyou.io and Business Hub showed 1 mention for that day.

**Does a high mentions count mean ChatGPT recommends me?**

Not on its own. Many mentions come from people who already know your name and ask about you directly. Business Hub does not show the questions, so it cannot tell you whether strangers asking what to buy get your name back.

**Can I see which questions led to my mentions?**

No. OpenAI says businesses don't receive individual prompts or conversations. You get totals, clicks and broad discovery topics over 28 days, shown only once there are enough interactions.