From Attention Economy to Mid-Funnel Engine
ChatGPT ads are sponsored, mid-funnel advertising units that appear below organic AI chat responses to connect consumers’ detailed research conversations with relevant commercial offers in a conversational commerce environment. This is the real shift: OpenAI is not chasing random impressions; it is trying to own the decision layer of shopping. At its first official appearance at Cannes Lions, the company framed ChatGPT as a place where people arrive with “a job to be done,” using natural language to research, compare, and narrow choices rather than type blunt keywords. In that context, ads are pitched as helpful inserts, not interruptions. OpenAI says roughly 20% of queries in ChatGPT have direct commercial intent, giving advertisers a sizable pool of shoppers who are already in evaluation mode. If that mid-funnel positioning holds, ChatGPT ads could become the connective tissue between inspiration and conversion across retail categories.
Early Performance: Falling Dismiss Rates and New Measurement Pipes
The most telling signal that ChatGPT ads are maturing is behavioral, not technical: users are pushing back less. OpenAI tracks a “cross-out rate” when people dismiss an ad and says that rate has dropped by 50% since launch. In other words, the ads are starting to feel relevant enough to keep. Crucially, OpenAI also reports no noticeable degradation in user behavior when free and Go-tier users see ads, even though these cohorts make up most of its audience. That undercuts the fear that ads would poison the chat experience. To satisfy marketers, OpenAI is stitching in familiar infrastructure. It has rolled out a self-service Ads Manager and added cost-per-click bidding, which it says has quickly become popular with advertisers. On the back end, a measurement partnership with LiveRamp extends conversion tracking beyond fragile browser cookies, signaling that this is not a side project but a serious ad platform build-out.
Conversational Commerce Jumps From Experiment to Shopping Habit
While Cannes is the narrative stage, retail integrations are where the shift becomes real. Sea and OpenAI are taking their partnership a step further by bringing ChatGPT-powered shopping experiences directly into Shopee, spanning markets across Southeast Asia, Taiwan, and Brazil. Shopee is now accessible inside ChatGPT, so people in multiple regions can ask for recommendations, gift ideas, fashion inspiration, travel essentials, or niche products and receive product suggestions sourced from Shopee rather than wade through categories and filters. After discovery, they click out to Shopee to complete the purchase journey. This is conversational commerce in practice, not a demo. The partnership adds weight to the idea that chat-based discovery is becoming a mainstream shopping behavior, with one source calling it “a meaningful step toward conversational commerce becoming part of the mainstream shopping experience across Southeast Asia and beyond.” Once consumers internalize this pattern, they may start expecting every major retailer to meet them inside AI assistants.
Why Retailers Are Reworking AI Shopping Integration Now
The timing is not accidental. The Shopee integration builds on a relationship that began in 2025, when Sea and OpenAI worked together on promotions and membership benefits linked to ChatGPT access. Since then, AI adoption in ecommerce has accelerated, and the latest partnership “signals a growing shift toward AI-native shopping and merchant experiences.” On the consumer side, ChatGPT is adding a buyer’s guide-like research layer that supports product comparison and advice before sending people to retailers. On the merchant side, Sea plans to roll out ChatGPT for Business to eligible Shopee sellers so they can generate product listings, marketing content, customer support replies, and even automate operational workflows. In parallel, OpenAI is building an AI shopping protocol inside ChatGPT with Stripe, pushing toward instant shopping flows inside the assistant itself. Add regional hackathons and developer programs across multiple Asian markets, and the direction is clear: retail AI strategy is moving from plug-in widgets to full-stack conversational infrastructure.
How Brands Should Rethink the Retail AI Strategy Playbook
For brands, the message is blunt: treat ChatGPT as a mid-funnel channel where conversational context beats keywords, or risk being invisible when decisions are made. OpenAI is explicit that ChatGPT ads are decision-layer inventory, reaching people who are already researching topics and comparing options. With more than 2,000 brands already buying through Criteo’s connection to ChatGPT, the early-mover window is closing fast. Creative also needs a reset. OpenAI says response rates improve when the call to action feels like the natural next step from the user’s question instead of a generic product pitch, turning winning ads into “answer-plus-next-step” units rather than miniature banner headlines. At the feed level, marketers need to optimize product information for AI-driven recommendation environments, not only search engines, because conversational commerce may reshape customer journeys and push platforms to compete on AI capabilities rather than traditional ad formats.
