OpenAI launches ChatGPT Ads Manager Beta with CPM and CPC models

The formalization of the ChatGPT Ads Manager Beta billing system marks a critical transition for OpenAI from a subscription-led model to a dual-revenue stream strategy. By adopting standard CPM and CPC models, OpenAI is positioning its conversational interface to compete directly with traditional search and social platforms for performance marketing budgets. For the streaming and digital media ecosystem, this introduces a high-intent inventory source that could divert ad spend away from traditional video platforms. Industry observers should monitor how OpenAI scales its payment thresholds and whether it introduces video-specific ad units to its conversational flow.

OpenAI's move into advertising places it alongside a growing cohort of AI platforms testing monetization through ads. In May 2025, Perplexity AI launched its own advertising program with sponsored answers integrated into its AI search results, offering CPM-based pricing to brands seeking placement within conversational query responses. Google has similarly embedded sponsored results within its AI Overviews since early 2025, and Meta confirmed in Q2 2025 that it was testing ad placements within Meta AI assistant conversations, signaling that every major AI assistant platform is now exploring ad-supported tiers. OpenAI's CPM and CPC models in the ChatGPT Ads Manager Beta mirror the pricing structures these competitors have adopted, suggesting convergence on familiar performance marketing economics even within novel conversational interfaces.

The business case for OpenAI's advertising push is rooted in its massive user base and the company's need to diversify revenue beyond subscriptions. OpenAI reported approximately 500 million weekly active users for ChatGPT as of mid-2025, a scale that rivals major social platforms and makes ad monetization financially compelling. The company's projected $5 billion revenue for 2025 from subscriptions and API access still falls short of its infrastructure costs, which have been estimated at over $8 billion annually. Adding an advertising layer through the ChatGPT Ads Manager Beta gives OpenAI a path toward the kind of blended revenue model that sustains platforms like Google and Meta, where advertising accounts for the majority of income.

On the technical side, the CPM and CPC billing models OpenAI has documented for the ChatGPT Ads Manager Beta align with measurement standards that the broader digital ad industry has been refining for AI-driven environments. The IAB Tech Lab released updated guidelines in March 2025 for ad measurement in generative AI interfaces, addressing viewability, impression counting, and fraud detection in non-traditional ad placements. Meanwhile, DoubleVerify published research in April 2025 showing that AI-generated content environments produced 22% higher brand safety violation rates than human-curated pages, raising questions about how OpenAI will handle brand safety within conversational ad placements. These measurement and safety challenges will likely determine whether advertisers allocate meaningful budgets to the ChatGPT Ads Manager Beta beyond its initial beta cohort.