ChatGPT Business Hub Insights: what mentions, clicks and discovery topics mean

Business Hub Insights show aggregate activity for the past 28 days: mentions, website clicks and discovery topics. For an online business, a mention is counted when ChatGPT references your website, not when it only names your brand. For a local business, a mention is counted when ChatGPT shows a result for that location. A blank metric doesn’t necessarily mean zero.

The number of times people click through to your website from ChatGPT. It records the click. An OpenAI spokesperson told Digiday that it doesn’t confirm a completed visit or a purchase.

Our advice: compare it with the ChatGPT referral traffic in your own analytics, and expect the two numbers to differ. They measure different moments.

Common themes in the ChatGPT answers that mentioned or cited your business. They’re aggregate categories. They don’t reveal individual prompts, and OpenAI says they aren’t a direct measure of customer intent.

Read them as a description of the conversations you already appear in. They don’t tell you which conversations you’re missing from.

OpenAI gives three possible reasons:

• Activity hasn’t reached the reporting threshold. OpenAI doesn’t publish what the threshold is.
• Data is still being collected.
• Reporting is unavailable.

So a blank is not a zero. OpenAI also notes that counts may be incomplete. If a metric stays blank, its advice is to contact OpenAI Support.

• Individual prompts or conversations, including chats with your own Business Agent.
• Competitors, rankings or share of voice. An OpenAI spokesperson told Digiday that share of voice isn’t part of the beta.
• Anything older than 28 days.
• Anything outside ChatGPT.
• Insights of any kind, until both your claim and your Persona verification are approved.

Business Hub shows a rolling 28 days. If you want to know whether anything changed over a quarter, somebody has to write the numbers down. This is the method we use. It’s our advice, not OpenAI’s.

1. Take a baseline before you claim. Ask ChatGPT 20 questions your buyers would ask, across your brand, your category and comparisons. Save each answer with the date.
2. Log Insights on the same day each week. Mentions, website clicks, the discovery topics shown, and whether each metric was a number or a blank.
3. Note what you changed. A new return policy, a feed update, a site change. Otherwise you’ll never connect a movement to a cause.
4. Rerun the 20 questions each quarter. Keep them identical so the answers can be compared.

Keep OpenAI’s counts and your own question runs in separate columns. One is a platform count, the other is a sample you took, and adding them together tells you nothing.

Not directly. OpenAI says claiming doesn’t give you control over ChatGPT’s independent recommendations. Digiday reported OpenAI’s VP of monetization saying that the information a business provides could help ChatGPT surface it in more relevant conversations, because ChatGPT would better understand what the business offers.

What’s within your control:

• A complete, accurate profile, so ChatGPT has your own account of what you sell.
• A current product feed, if you sell products.
• A website that OpenAI’s crawler can read, since that’s where mentions for online businesses are counted.
• Policy pages on your site that say the same thing as your profile.

We set all four up as part of Claim & Verify, and keep the weekly log in Upkeep.

Every factual statement in this guide comes from the pages below, read on November 10, 2026. Where we add our own advice, we say so.

1. OpenAI Help Center, Setting up your business on ChatGPT, November 10, 2026.
2. OpenAI, Introducing Businesses in ChatGPT, November 10, 2026.
3. Digiday, OpenAI’s new business agents give brands a free way into the conversation it’s also selling as an ad, November 10, 2026.