The Invisible Shelf Is Real. The Agents Running It Aren't Verified.
NielsenIQ just named AI agents the new packaging for CPG brands — the invisible intermediary that determines what shoppers find and buy. What's less clear is that multi-agent systems fail between 41% and 87% of the time in production-grade evaluations. If your agents are influencing trade spend and category decisions, you need to know which side of that range they're on.
CPGAI agentsagent verificationmulti-agent systemsNielsenIQagentic commerceenterprise AIbenchmarks