ChatGPT ads: a $25-a-day channel with no keywords, no demographics and no conversation data

OpenAI has turned ChatGPT into an advertising surface, with the assistant rendering a sponsored card alongside the answer it generates ^[1]. Since May, according to an Entrepreneur contributor account, its Ads Manager has been open to more or less any business willing to name a price per click or impression, which makes this the first genuinely new buyable acquisition channel in years ^[10].

The unit itself is modest: a card with a headline, copy, an image and a link, sitting below the answer rather than inside it ^[2]. OpenAI has been firm that ads do not change what the model tells the user ^[3]. Treat that as the product boundary it is. You are not buying a place in the recommendation; you are buying a slot next to one.

The inventory is narrower than the ChatGPT user base implies. Ads appear to free-plan users and to the cheaper Go tier, while Plus, Pro and higher plans see none, and OpenAI says only a small portion of free users are shown ads at all ^[4]. So the reachable audience is the unmonetised tier, not the power users, and the volume is small enough that the author frames it as a few motivated users rather than millions of impressions ^[4].

Then the part that breaks imported playbooks. Targeting is by country or by "context," meaning the general subject or need, and not by keyword or demographic ^[5]. You can upload first-party data such as a customer list to target or suppress those people, and that is roughly the extent of the levers ^[6]. OpenAI does not hand conversations to advertisers ^[7], which leaves measurement entirely on your side of the click. A team whose competence lives in query-level bidding and audience layering has nothing to do here; the work moves back to the offer and the creative. The same account argues the channel favours a clear offer over a vague one, and fits best when someone is comparing options or researching a decision ^[8][14].

Cost of entry has collapsed. Reports cited in the piece say OpenAI initially demanded a $200,000 minimum to access its ad test, which excluded most small businesses ^[9]; the floor now described is about $25 a day ^[11]. That old minimum equals roughly 8,000 days of spend at today's floor ^[1]. Demand signals look real if second-hand: the same article cites industry news that the test reached a $100 million annual run rate after six weeks ^[12], and says Omnicom and Publicis have built ChatGPT ad strategies for clients ^[13]. At the $25 daily floor, a $100 million annualised figure would take on the order of 11,000 advertisers spending the minimum year-round, so the reported revenue is being carried by larger budgets, not the long tail ^[2].

One caution on provenance: all of the above comes from a single contributor piece whose author says they ran ads for their own clients, with the $200,000 and $100 million figures relayed from other reporting rather than from OpenAI ^[16][9][12].

What to watch: whether targeting granularity widens beyond country and context, whether ads ever reach paid tiers, and whether OpenAI publishes reach or impression data that would let a buyer model this channel rather than guess at it ^[5][4].