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Summary
Today, nearly 66% of frequent shoppers turn to AI assistants like ChatGPT to guide buying decisions, and 60% rely on AI tools to condense reviews into instant recommendations. Shopping is becoming conversational, and products that are structured, complete, and easy for AI to interpret are the ones that rise to the top.
At the same time, brands that keep product data aligned across channels see up to 89% customer retention and 30% higher lifetime value, showing how consistency fuels performance in an AI-driven world. Feed management has moved beyond maintenance. It now plays a central role in whether products are surfaced and chosen.
This guide shows how feed management must evolve for agentic commerce, helping teams build agile, scalable product data strategies that keep pace with new buying behaviors and emerging channels.













