OpenAI describes the architecture of ChatGPT's ad stack
OpenAI published a post explaining how it built the ad stack for ChatGPT, which uses an LLM-powered system to understand conversational intent, keep ads separate from answers, and deliver relevant ads at scale. The source is a summary-level description and does not include pricing, availability dates, or formal product specifications.
Why it matters
Builders running online businesses should know that ChatGPT is positioning ads as a distinct, intent-based channel with separation from organic answers, which may affect how brands approach conversational discovery and paid visibility.
Who should care
Ecommerce brands, performance marketers, ad-tech teams, SaaS founders, AI product builders
What you can do
Read the full OpenAI post and note how it describes intent matching and answer separation, then compare this with your current paid search and social targeting to plan a test once ChatGPT ad access is available to you.