Outside-In AI: LLMs Surfacing Products Across Platforms

From smart carts to video ads and the rise of agentic shopping, Roger shares the trends brands need to get across now to stay relevant in the future of commerce. And with AI rapidly reshaping how shoppers discover and buy, Roger walks us through three frontiers of AI: inside AI, inside out AI and outside in AI, and what this means for brands showing up on the digital shelf. As a retail media specialist, Roger also shares his perspectives on how retail media differs across regions and how internal teams can best build capability to manage it.