Procter & Gamble integrated AI into virtual testing environments to simulate consumer reactions to product concepts, packaging, and advertising. This predictive approach replaced traditional focus groups, enabling rapid refinement of marketing assets and reducing time to market. AI-driven simulations allowed P&G to test multiple scenarios quickly and optimize product features based on consumer feedback.
Traditional focus groups were slow, costly, and limited in scale and speed
AI-powered virtual consumer simulation platform modeling reactions to product concepts and marketing materials