Why AI Agents Need More Than Product Pages for Commerce

The article argues that traditional product pages hide critical state like inventory freshness and pricing accuracy, making them unsuitable for AI agents. It proposes exposing structured, source-backed commercial facts instead of human-readable surfaces. This shift is essential for agents to safely recommend, compare, and transact.