This FAQ addresses what marketers need to know about AI chatbots as adoption increases in 2026.

This FAQ explains how data clean rooms have become essential infrastructure for retail media, enabling privacy-safe data collaboration, closed-loop measurement, and proof of performance as ad spend grows and marketers demand greater accountability.

AI is no longer a nice-to-have in retail, it’s becoming essential. It helps make shopping smoother, sparks product discovery, and guides motivated customers to make purchases. But trust still matters most. The retail playbook needs to adapt, using AI to enhance the shopping journey rather than replace it.