ChatGPT Ads: The Final Countdown
The one thing you need to know in AI today | AI-Ready CMO
Last week OpenAI shipped a self-serve ads dashboard without a press release or even a blog post. Just a quiet rollout to a handful of pilot advertisers. At the same time, the minimum spend dropped from $250K to $50K, and the CPM that launched at $60 is now as low as $25 for buyers going through Criteo. Six weeks into the pilot, OpenAI was already at $100M in annualized revenue.
Self-serve is the moment an ad platform stops being an experiment.
Google shipped it in 2000. Meta in 2007. Amazon a few years after. None of those three ever went back to managed-only. Once advertisers can log in, set a budget, and watch impressions tick up in real time, the platform is no longer something you negotiate access to, it’s something you use routinely.
The dashboard itself is reportedly basic. Reach campaigns only, CPM pricing, impressions and clicks in the reporting view. Clicks-as-pricing and conversion tracking are listed as “coming soon,” and OpenAI is also reportedly testing month-to-month deals at $30K–$50K instead of the original quarterly commitment. Translation: they want more advertisers in, faster, with less friction at every stage of the funnel from signing up to optimizing.
But infrastructure does not equal maturity. There’s no conversion pixel (for real). No live auction. No independent measurement layer. The case for paying $25–$60 CPM rests on a contextual argument that a ChatGPT user mid-conversation is closer to a high-intent search query than a passive social scroll.
Plausible. Probably true. Also, currently unverifiable.
So the picture is mixed but directionally clear. OpenAI has built more advertising infrastructure in nine weeks than most platforms manage in a year, and it’s pricing aggressively to pull buyers into the funnel before measurement catches up. The CPM compression alone — $60 to $25 in nine weeks — took Netflix’s ad tier closer to twelve months to deliver.
If you’ve been waiting for a sensible entry point, $50K with a self-serve dashboard is as close as you’re going to get for a while.
The advertisers experimenting now are paying for learning, not ROI, and they’ll have a year of platform-specific knowledge by the time CPC and conversion tracking arrive and the pricing reasserts itself. That asymmetry is the whole opportunity.
— Torsten and Peter
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