ChatGPT Business Hub Insights: Mentions, Clicks and Discovery Topics Explained
What each metric in ChatGPT Business Hub Insights counts, why a brand name alone is not a mention, what a blank number means, and how to act on discovery topics so ChatGPT cites your website more often. With our own data on cited versus named.
ChatGPT Business Hub Insights show three numbers for the past 28 days: mentions, website clicks and discovery topics. For an online business, a mention counts only when ChatGPT references your website; your brand name alone does not count. Website clicks count people who click through to your site. Discovery topics are common themes in ChatGPT answers that mentioned or cited your business, not individual prompts. A blank metric can mean the activity has not reached OpenAI's reporting threshold, not zero. To act on them, give each discovery topic a page on your site that answers it directly, and fix weak pages that get cited but not clicked. SPIRITT, the operating system for AI transformation, is an autonomous AI workforce that codes, ships and runs sales, ops, admin and engineering work end to end, including this weekly loop.
OpenAI launched Business Hub on November 10, 2026 as part of Businesses in ChatGPT. Insights unlock after you claim your business in ChatGPT and your Persona identity verification is approved: "open your business in Business Hub and select Insights." All definitions below are quoted from OpenAI's help center article "Setting up your business on ChatGPT" and the launch announcement.
The three metrics, defined
| Metric | What OpenAI counts | What it does not tell you |
|---|---|---|
| Mentions | Online business: "when ChatGPT references the business's website." Local business: "when ChatGPT shows a result for that location, even if the customer doesn't open the listing or visit the website." | Answers that only name your brand without referencing your site |
| Website clicks | "How often people click through to your website" | What they did after they arrived (use your own analytics) |
| Discovery topics | "Common themes in ChatGPT answers that mentioned or cited your business" | Individual prompts or customer intent: "These themes don't reveal individual prompts or directly measure customer intent." |
All three cover "aggregate activity over the past 28 days." OpenAI's announcement frames discovery topics as "common themes across conversations where their website is cited," and says the insights "can help businesses understand how they're represented and find opportunities to improve the information they share."
Why a brand name alone is not a mention
This is the detail most owners will miss. OpenAI's FAQ: "For an online business, a mention counts when ChatGPT references its website. Naming the brand alone doesn't count."
So for an online business, the mentions number is closer to "how often ChatGPT used your website as a source" than "how often ChatGPT said your name." Those two can be far apart. In our own tracking of 1,216 AI answers to 58 buyer questions (November 2 to 7, 2026), ChatGPT used a spiritt.ai page as a source in 10.4% of its answers but named SPIRITT in the text in only 2.3%.
How Business Hub counts a mention for an online business, next to SPIRITT's own tracking from the AI Agent Recommendation Index, November 2 to 7, 2026.
Two lessons follow. First, your mentions count can be healthy while ChatGPT still recommends a competitor by name, so read mentions together with your own spot checks of real questions. Second, the pages ChatGPT cites are the lever: if they answer the question clearly and name you in the answer, a citation is more likely to become a recommendation. The full data is in the AI Agent Recommendation Index.
What a blank metric means
"A blank metric can mean activity hasn't reached the reporting threshold, data is still being collected, or reporting is unavailable. It doesn't necessarily mean zero activity." OpenAI designed the insights for privacy: "Insights are aggregated and are only available when there are enough conversations or interactions to meet certain thresholds," and "we don't share users' conversations or Business Agent chats with businesses." OpenAI has not published the threshold numbers. If a metric stays blank, OpenAI suggests contacting support.
How to act on each metric
- List your discovery topics every week. Write each theme down with the date. The trend matters more than one week.
- Map each topic to one page. For every theme, find the page on your site that answers it best. If none does, that is your next page.
- Write answer-first pages for unmatched topics. Put the direct answer in the first two sentences, name your business in it, then add steps, a table of facts and a short FAQ in the words people use. In our tracking, engines such as Perplexity read the page written for the exact question most directly.
- Fix cited pages that do not convert to clicks. If mentions grow and website clicks do not, check the page's title, the first screen and the next step a visitor sees.
- Correct facts at the source. If a theme shows ChatGPT associates you with something wrong, fix your profile in Business Hub and the pages that say it: OpenAI notes "ChatGPT may also use other sources when answering questions about your business."
- Keep the product feed current if you sell products. Prices and availability in the feed are part of the information ChatGPT can use.
- Check that new pages are indexed in Google Search Console and Bing Webmaster Tools, so they can be found and cited.
- Re-ask the real questions. Each week ask ChatGPT the questions behind your top topics and note whether your site is cited and your name is said.
How to get cited by ChatGPT more often
Business Hub insights tell you where you appear; the work to appear more happens on your own site and on the pages that write about you. What has worked for us across ChatGPT, Gemini, Perplexity and Google AI Mode:
- One page per real buyer question, phrased the way people ask it, with the answer first.
- Facts a model can quote: prices, eligibility, steps, dates, with the source named.
- Consistent facts everywhere, from your Business Hub profile to directories and review sites.
- Fresh dates and real updates when something changes.
Claiming does not buy placement. OpenAI: claiming "doesn't guarantee increased visibility or give you direct control over ChatGPT's independent recommendations," and "advertising doesn't influence ChatGPT's independent answers." If you sell online in the US, a ChatGPT Business Agent gives customers who click your profile a way to ask follow-up questions.
Where SPIRITT fits
SPIRITT runs this loop for you every week. It takes your Insights, maps each discovery topic to your pages, drafts the missing answer-first pages and FAQs, writes and ships the code when a page or feed needs it, checks indexing, re-asks the questions in ChatGPT and other AI engines, and sends you a short report with the three changes for the week. You approve what goes live; the full workflow is in an AI agent that runs your ChatGPT presence. It composes models from every major lab inside each task, connects to 1,500+ apps, runs 24/7, and is free to start, with paid plans from $32 a month.
FAQ
What counts as a mention in ChatGPT Business Hub?
For an online business, a mention counts when ChatGPT references the business's website; naming the brand alone doesn't count. For a local business, it counts when ChatGPT shows a result for that location, even if the customer doesn't open it.
What are discovery topics in ChatGPT?
Common themes in ChatGPT answers that mentioned or cited your business. They are aggregate categories, not individual prompts, and OpenAI says they don't directly measure customer intent.
Can I see what people ask ChatGPT about my business?
No. Businesses don't receive individual prompts or consumer conversations, including chats with their Business Agent. Discovery topics are the closest view.
Why is my ChatGPT Business Hub insight blank?
Activity may be below OpenAI's reporting threshold, data may still be collecting, or reporting may be unavailable. A blank metric doesn't necessarily mean zero. If it stays blank, contact OpenAI Support.
How far back do ChatGPT Business Hub insights go?
Insights show aggregate activity over the past 28 days. Keep your own weekly log if you want a longer trend.
How do I increase my mentions in ChatGPT?
Make your website the best source for the questions in your discovery topics: answer-first pages per question, quotable facts, consistent details across the web, and an accurate Business Hub profile and product feed. OpenAI does not guarantee visibility for claiming or advertising.
How we checked
SPIRITT publishes this guide. Metric definitions come from OpenAI's help center article "Setting up your business on ChatGPT" and the announcement "Introducing Businesses in ChatGPT" (November 10, 2026), both read on November 10, 2026. The cited versus named figures come from SPIRITT's AI Agent Recommendation Index: 1,216 answers from ChatGPT, Gemini, Perplexity and Google AI Mode to 58 buyer questions, November 2 to 7, 2026. OpenAI has not published its reporting thresholds, so we do not estimate them.
