ChatGPT’s ads grow with your own purchases

OpenAI is taking the next step in building its ChatGPT ad platform – introducing auto-shopping, CPC bidding and advanced measurement to bring more advertisers into the ecosystem.
What’s going on. Ads on ChatGPT go beyond limited testing, with new ways for businesses to buy and manage campaigns. Advertisers can now access inventory through agency and technology partners — or directly through the new beta Ads Manager from the US
This marks a shift from a controlled testing environment to a more scalable ad environment.
Why do we care. Until now, access to ChatGPT ads has been limited and expensive, limiting participation to large advertisers. These updates lower the barrier to entry, opening the door for SMBs, startups and a wider range of channel testing products.
At the same time, introducing CPC bidding brings ChatGPT closer to established platforms, allowing advertisers to optimize actions – not just impressions.
Freelance Ads Manager. The new Ads Manager gives advertisers direct control over campaigns, including budgeting, bidding, smart loading and performance tracking.
While still in beta, it reflects OpenAI’s intent to build a full-service ad platform — not just a partner-led ecosystem.
Between the lines. This is a standard playbook. Platforms often start with emotional, partner-led campaigns before moving to automation tools that unlock scale. ChatGPT now enters that second phase.
CPC bidding comes up. Previously, ChatGPT ads were sold on a CPM basis. The addition of CPC means that advertisers can now align revenue with user actions – a key step for performance marketers.
Given the nature of ChatGPT questions — often exploratory, comparative and decision-driven — clicks may be a strong proxy for intent.
The balance is holding. OpenAI also releases a pixel-based tracking and Conversions API, which allows marketers to measure actions such as purchases, signups and leads.
Importantly, this data is aggregated, with no access to individual conversations — reinforcing OpenAI’s emphasis on privacy.
Why is this a big deal. Ratings were one of the biggest gaps in ChatGPT’s early ads. Without it, marketers struggle to find reasons to spend money. These updates begin to close that gap and make optimization more efficient.
The ecosystem is growing. OpenAI is also expanding its network of partners, working with agencies such as WPP and Publicis Groupe, as well as technology platforms such as Criteo and Adobe.
This allows advertisers to buy ChatGPT ads with tools and workflows they already use.
What you can watch:
- How fast do discovery scales work?
- Whether CPC still works as competition increases
- How the measurement changes to match the marketer’s expectations
Bottom line. ChatGPT ads go from test to test – and with automation tools, CPC bidding and better measurement, OpenAI is building the foundation for scale.
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