OpenAI is expanding ChatGPT ads with a beta self-serve Ads Manager for US advertisers, partner-based buying, CPC bidding, CPM campaigns, conversion measurement, and aggregated reporting, while keeping ads clearly labeled and separate from ChatGPT answers.