OpenAI opens Businesses in ChatGPT to 1.2 billion weekly users and sells the sponsored agent slot
Merchants now verify into ChatGPT through Shopify's own admin, and OpenAI, not Shopify, collects for the sponsored placement; Meta and OpenAI agents carried 89% of the October agent traffic HUMAN Security measured.
Vincent Jiangthree-minute read
OpenAI opens a storefront inside ChatGPT
On November 10 OpenAI$1.18T — OpenAI, private, latest valuation $1.18T launched Businesses in ChatGPT in beta 1. Companies claim a verified profile, load product feeds with prices and stock, and read aggregated insights on mentions, website clicks and the topics that surface them 1. Eligible United States ecommerce and online service businesses can also build a Business Agent, a clearly labeled chat that answers shopper questions, and pay to sponsor that agent as a destination for ChatGPT Ads 1. OpenAI puts the audience at 1.2 billion weekly users 12, and trade coverage already reads the launch as a rival to Google Business Profile 3.
The sponsored slot is where the money went
Walmart+1.38% — Walmart, up 1.38 percent today tried the direct version first: checkout inside ChatGPT converted three times worse than click-out links, and OpenAI shut instant checkout down and moved product feeds into its Ads Manager 4. The sponsored Business Agent slot is the replacement, and OpenAI sells it 1.
The surface is concentrating fast. HUMAN Security measured agentic browser traffic up 8x between August and October, with Meta's+2.23% — Meta, up 2.23 percent today Muse at 59% of October agent requests and OpenAI products at 30%, about 89% between them 4. DataDome's separate count corroborates the surge: agentic browser requests jumped 4.7x in September alone, and Muse logged 29.1 million requests in its first 12 days 5.
Meta and OpenAI took 89 of every 100 agent requests in October
Two companies took nine of every ten agent requests
Data
| Value | |
|---|---|
| Meta's Muse | 59% |
| OpenAI products | 30% |
| All other agents | 11% |
Shopify fills the shelves but cannot buy the chat
Shopify's−0.87% — Shopify, down 0.87 percent today own answer, Campaign Autopilot, charges merchants only per sale and takes the media risk, but its partner platforms are Meta, Microsoft−0.28% — Microsoft, down 0.28 percent today Advertising and Snapchat+0.16% — Snapchat, up 0.16 percent today 6. "We don't currently have the open web," Samir Pradhan, Shopify's vice-president of product for merchant marketing, told AdExchanger 6. ChatGPT sits further outside that wall than the open web does.
The quarter sharpened the point: revenue rose 32% to $3.74 billion, but gross merchandise volume of $119.15 billion missed the $120.03 billion estimate and the stock fell 8.7% on November 3 78. AI-referred orders grew 3.3x and AI traffic 2.6x, down from 8x and nearly 13x in the first quarter, still with no dollar base disclosed 47, the missing denominator an earlier Inference piece flagged when Shopify handed agents the buy button in October.
Revenue growth held near 31% to 34% for six quarters, then GMV missed
Steady growth priced the stock for clean beats before the Q3 miss
Data
| Revenue | |
|---|---|
| Q2 '24 | $2.05B |
| Q3 '24 | $2.16B |
| Q4 '24 | $2.81B |
| Q1 '25 | $2.36B |
| Q2 '25 | $2.68B |
| Q3 '25 | $2.84B |
| Q4 '25 | $3.67B |
| Q1 '26 | $3.17B |
| Q2 '26 | $3.58B |
| Q3 '26 | $3.74B |
The sale can still come home
Shopify is not empty-handed. Shop Pay checkout has run inside Meta's Muse across Shopify stores since September 21, on Shopify's payment rails at merchants' usual rates, and President Harley Finkelstein called Q3 "the first time we saw shoppers experimenting with delegated purchasing through personal agents" 7. The rails collect when an agent's sale completes; the placement above the checkout is sold by OpenAI.
a16z's "Welcome to the B2A Economy" essay, posted November 10, expects agents to route traffic, tokens and revenue to whoever optimizes for them, though the firm invests in AI companies and states it did not independently verify the third-party data it charted 24.
February gives the channel its denominator
Shopify reports fourth-quarter results in February, which will show whether holiday agent volume reaccelerated and whether the company finally puts a base under its AI multiples 7. HUMAN's next agentic traffic report tests whether October's 8x held 4. For now the agent picks the merchant, OpenAI sells the pick, and Shopify gets paid only when the sale comes home to its rails.
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