AI is fundamentally changing how consumers discover, consider and convert — from hyper-personalized media to site experiences that feel more like dialogue than digital shelf. This panel will feature brands actively experimenting with AI at each stage of the path to purchase — discovery, media and site — and explore how these innovations are driving results, what’s still emerging and how to balance experimentation with brand-building.