OpenAI Tweaks Ad Strategy

OpenAI Tests Ads Manager Dashboard While Pivoting ChatGPT Commerce from Instant Checkout to Agentic Storefronts

OpenAI started testing an Ads Manager dashboard with a small group of partners, allowing marketers to launch, monitor and optimise campaigns in real time, as confirmed to Adweek around 14th March. Simultaneously, Shopify told merchants that its "agentic storefronts" feature is launching in ChatGPT later in March, with purchases completing on merchant-owned storefronts rather than inside ChatGPT; a significant retreat from OpenAI's native Instant Checkout model.

• OpenAI ad infrastructure taking shape, but performance gaps remain. The $200,000 minimum commitment for early advertisers confirms the current beta is curated; participants are being selected deliberately and their performance data is being studied to build the case for a scalable platform. Early tests suggest click-through rates on ChatGPT ads trail those seen on Google Search, and participants receive only weekly CSV performance reports, a far cry from real-time programmatic reporting. The Ads Manager testing is the first step toward self-serve, but the gap between ChatGPT's current capabilities and the infrastructure advertisers expect from mature platforms remains substantial.
• Commerce model pivots from in-chat checkout to discovery and redirect. OpenAI found that users browsed and compared products in ChatGPT but rarely completed purchases in-chat; users preferred switching to familiar retail environments where they already have accounts and saved payment methods. Shopify is activating agentic storefronts by default for all stores in late March 2026, with a 4% fee on sales completed through ChatGPT checkout. The strategic implication is clear: conversational AI is proving to be a high-intent discovery surface, not a transaction surface, validating the referral model (where Criteo's 1.5x conversion data also points) rather than the embedded commerce model OpenAI initially pursued.