Short answer: Probably, but it is not live yet. Marketplace Pulse's founder revealed on Nov 6 that ChatGPT is building Business Hub, giving verified businesses daily impressions and clicks but no prompts or competitor data. ChatGPT drives only about 0.21% of typical site traffic, so SMBs should start with Google's and Bing's free AI reports.
On November 6, Juozas Kaziukėnas, founder of the e-commerce research firm Marketplace Pulse, posted on LinkedIn that ChatGPT is preparing a merchant report called "Business Hub." Verified businesses would see how many times a day they appear in ChatGPT answers and how many users click through to their site (summary by PPC Land). He said early versions had been visible since August and a new banner suggested launch is close. OpenAI has not announced it; if it ships, it will be the first time merchants get first-party exposure numbers from ChatGPT.
Over the past 12 months, AI visibility measurement has moved from guesswork to platform-supplied numbers. Bing launched an AI Performance public preview in February, showing Copilot citations and the queries behind them. In June Google added generative AI performance reports to Search Console, with impressions but no clicks or queries. Why is ChatGPT following now? It has just started selling ads in the US and changes its bidding options on November 9; advertisers want numbers before they spend. The volume is still small: Ahrefs found ChatGPT accounts for 0.21% of traffic across 76,000 sites versus nearly 40% for Google, and the IAB found only 16% of brands track AI visibility systematically.
The three platforms offer different things. Bing gives citations and queries and is the most complete today; Google gives impressions without clicks; ChatGPT (as reported) gives impressions and clicks but no prompts or competitor view. Third-party tools such as Profound, Peec AI and Otterly.AI run large panels of simulated prompts, which yields competitor rankings but not real traffic. The category is dividing labor: official reports supply the real numbers, third-party tools supply the why and the benchmark.
For Taiwanese SMBs, this means there is no rush to pay thousands of NT dollars a month for a GEO tool. Below: what Business Hub will show, who benefits first, what three kinds of readers should do now, and how to track AI traffic for free.
The details: Business Hub answers "were we seen," not "why"
It provides outcome numbers without the cause data you would need to optimize.
- Metrics: daily impressions (appearances in answers), daily clicks to your site and a trend chart.
- Not included: prompts, user data, competitor rankings or industry benchmarks.
- Verification: only verified businesses; the only public example is connecting a Shopify store.
- Reference point: in a leaked December 2025 OpenAI partner report, one publisher's top URL logged about 518,000 impressions and 4,400 clicks in a month, a click rate under 1%.
- Who benefits: US Shopify merchants first; self-hosted sites and merchants on Taiwanese platforms may not get access soon.
What three kinds of readers should do now
The bottom line: connect the free official numbers before spending more on ChatGPT.
- Brand owners and SMBs: verify your site in Search Console and Bing Webmaster Tools this week and watch whether AI impressions grow; Shopify merchants should watch for ChatGPT's verification prompt.
- Marketers and SEOs: split chatgpt.com, perplexity.ai and similar referrers into an "AI referral" channel in GA4 and add AI impressions and clicks to the monthly report to set a baseline.
- Developers and agencies: make sure client sites do not block OAI-SearchBot or ChatGPT-User (OpenAI crawler documentation), product pages carry structured data, and server logs are kept for at least 90 days.
Tool comparison: official reports give real numbers, third-party tools give benchmarks
SMBs should use the three official reports first and consider paid tools only if they need competitor views.
| Tool | Impressions | Clicks | Queries / prompts | Competitors | Cost |
|---|---|---|---|---|---|
| Google Search Console generative AI report | Yes | No | No | No | Free |
| Bing Webmaster Tools AI Performance | Yes (citations) | No | Yes | In testing | Free |
| ChatGPT Business Hub (reported) | Yes | Yes | No | No | Not announced |
| Profound / Peec AI / Otterly.AI | Measured via simulated prompts | No | Yes (custom) | Yes | Monthly subscription |
What the coverage won't tell you
Once the numbers appear, most merchants will find ChatGPT sends fewer clicks than they hoped, and that does not mean it is useless.
- Impressions are undefined: the same leaked report supports anything from 185,000 to 518,000 impressions depending on repeat counting, so cross-platform numbers cannot simply be added or compared.
- Clicks are only part of it: Similarweb found 55.9% of AI-influenced visits arrive later through search, so Business Hub alone will understate AI's influence.
- The report may be an ad funnel: with ChatGPT ads just launched, the obvious next step is a "promote" button next to a low-visibility chart.
A subscription-free alternative for SMBs
Four free steps cover most of the AI traffic numbers an SMB needs.
- Official reports: Search Console's generative AI report plus Bing AI Performance.
- A GA4 custom channel group that isolates AI referrers with a regular expression.
- Server logs: count which pages AI crawlers fetch each month and add internal links to pages they miss.
- A fixed prompt panel: ask ChatGPT and Gemini the same 20 questions monthly and log brand mentions, about one hour each time.
FAQ
Is ChatGPT Business Hub live?
Not officially. OpenAI has not announced it; it is a test version revealed on Nov 6 by Marketplace Pulse's founder, showing verified businesses daily impressions and clicks.
Can Business Hub show what users asked?
No. According to the reports, it shows daily impressions, clicks and a trend chart, with no prompts, user data or competitor rankings.
Can Taiwanese merchants without Shopify use it?
Unknown for now. The only public verification example is connecting a Shopify store; self-hosted sites and local platforms will have to wait for an official announcement.
Should I buy a paid GEO tool now?
Most SMBs should wait. Turn on the AI reports in Google Search Console and Bing Webmaster Tools and add an AI-source channel group in GA4; that covers about 80% of the numbers you need for free.
My take
Most people will read Business Hub as a win for the GEO industry: official proof that AI traffic deserves investment. I expect the opposite. Once numbers are public, most SMBs will see single-digit to a few dozen ChatGPT clicks a month, GEO budgets will shrink for a round, and then shift toward the value of being mentioned without a click: brand recall and inbound calls.
That is not bad news. The value of an AI answer was never the click; it is that the customer already knows who you are when they call. What deserves measuring is the relationship between AI impressions and branded searches, phone calls and LINE inquiries, which requires joining several sources that no single platform report covers.
The lesson for ScriptWalker (a Taiwanese Laravel/Flutter custom development studio): an "AI source dashboard" can be a small service that pulls Search Console, Bing, GA4 and server logs into one back office and produces a monthly report automatically, for about NT$30K–80K to build, which is more practical than each client subscribing to foreign tools.