ChatGPT Ads enters a measurable self-serve beta.
OpenAI now documents CPC buying, conversion measurement, Pixel and Conversions API paths, and reporting limits. The first test needs an evidence plan before it needs more budget.
Affected: Businesses considering ChatGPT Ads in currently supported countries and categories.
Confirm eligibility, landing-page access, exact event matching, static UTMs, reporting delay, and the downstream business outcome before launch.