ChatGPT Rolls Out Self-Serve Ads Manager

OpenAI has officially opened its ChatGPT Ads Manager to U.S. advertisers, moving the product from early testing into a broader beta release. According to the company’s announcement, businesses of all sizes, from small startups to large brands, can now sign up and run campaigns through a self-serve platform.

This update confirms what has been developing over the past few months. Earlier reports from The Keyword tracked tests of a self-serve interface, CPC pricing experiments, and a gradual expansion of ad inventory. With this announcement, ChatGPT moves from an experimental placement to a direct media-buying channel with its own interface and campaign tools. This also follows the expansion of ads to logged-out users.

CPC Bidding Introduced Alongside CPM

One key addition is CPC bidding. Advertisers can now pay based on clicks rather than impressions. A previous report said OpenAI was switching from CPM to CPC, with bids set between $3 and $5 per click. The company has now confirmed that it is adding cost-per-click pricing, allowing advertisers to choose between CPC and CPM, depending on campaign goals.

With CPC, advertisers pay when a user clicks on an ad. With CPM, they pay for impressions. For example, a performance-focused campaign can use CPC to track direct engagement, while a brand awareness campaign can still rely on impression-based pricing.

This mirrors the structure used by platforms like search and social, where performance and awareness campaigns run side by side.

The company says its system controls ad delivery regardless of how campaigns are bought. Whether a campaign runs through an agency partner or directly through the platform, OpenAI’s infrastructure determines when and where ads appear.

Measurement Expands with Conversions API and Pixel Tracking

A major part of the update is the introduction of a Conversions API and pixel-based measurement. These tools allow advertisers to track what happens after a user interacts with an ad, such as purchases, sign-ups, or lead submissions.

Reports from early pilots said some advertisers encountered a reporting issue in the Ads Manager that blocked visibility into campaign results.

The company is aiming to address this issue. The Conversions API works by sending event data directly from an advertiser’s server to OpenAI, while the pixel tracks actions on a website. Together, they provide a more complete view of campaign performance beyond clicks.

Advertisers can connect their websites or apps to ChatGPT’s ad system. When a user clicks an ad and completes an action, that data is sent back in an aggregated format. This helps marketers evaluate campaign performance without relying on individual user tracking.

This brings ChatGPT closer to the measurement systems used by other major platforms. Conversion tracking has become standard, especially after privacy changes limited traditional tracking methods.

OpenAI Names Agency and Tech Partners

For the first time, OpenAI has named its agency and technology partners. Agency partners include Dentsu, Omnicom, Publicis, and WPP. These groups manage large global ad budgets, which signals where early spending may come from.

Technology partners include Adobe, Criteo, Kargo, Pacvue, and StackAdapt. These companies support campaign management, retail media, programmatic buying, and creative workflows.

This partner model follows a familiar pattern. Large platforms often start with agency relationships to drive early adoption, then expand access through self-serve tools.

What this Means for Advertisers and Marketers

From a media buying perspective, ChatGPT now fits more clearly into the digital advertising mix. Advertisers can plan campaigns with defined pricing models, track conversions, and integrate with existing tools.

The addition of CPC and conversion tracking could be relevant for performance marketers who need measurable outcomes. At the same time, the presence of CPM keeps the platform open for brand campaigns.

The structure also mirrors how other platforms matured over time. Early controlled pilots have given way to broader access, supported by agency partnerships and standardized measurement tools.

For now, the Ads Manager is limited to U.S. businesses in beta. However, given earlier international tests in markets such as Australia, New Zealand, and Canada, this rollout may expand further over time.

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