September 13, 202645 min read How AI Systems Read the Web in 2026: Discovery, Retrieval, Citations and Agents
An evidence-first guide to AI search, GEO, retrieval, entity clarity, citations and agent-ready websites — with a practical framework, implementation patterns and a proposed open benchmark methodology.