In 2026, Google’s research ecosystem has been through important transformations, shifting from basic key word matching towards "agentic lookup," the place AI products execute complex duties for consumers. These updates have basically shifted how information is evaluated, prioritizing authentic human expertise, topical authority, and technical exc