Brands and sellers have never wanted incrementality measurement more - and it has never been harder to deliver. That tension is what we heard at Shoptalk on Day 2. As AI shopping agents enter discovery and conversion funnels, the data attribution becomes even more complex. In traditional ecommerce, retailers see everything: impressions, clicks, dwell time, add-to-cart. In agent-mediated commerce, that stream may begin only at checkout. The browse, the consideration, the preferences - they live inside the agent. Brands are already asking: how do you assign credit when an AI agent mediates the purchase? The answer from today's sessions: incrementality, not attribution. ROAS tells you what happened. Incrementality tells you what wouldn't have happened without the ad. When agents collapse the funnel and zero-click searches become an increasingly common way for purchases to happen, proving real lift could be the only measurement that survives. Moloco Commerce Media’s machine learning is built to predict the real value of every impression. That is, which users will convert, which bids are worth making, which ads will drive outcomes that matter. These are the core foundations incrementality measurement needs to sit on. As agents reshape the funnel and attribution signals thin out, the platforms that can prove real lift will be the ones already optimizing for real outcomes. #Shoptalk2026 #MolocoCommerceMedia #CommerceMedia #RetailMedia #AgenticCommerce #AdTech
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