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Google Pushes Search Into an Agentic Era With New Gemini Models

The company will prioritize AI-generated answers that can act for users, a shift that changes how people find information and forces brands to prove machine-readable authority.

Overview

  • At Google I/O this week, Google announced an "agentic" shift for Search and said information agents will roll out to paying Google AI Pro and Ultra subscribers this summer while broader AI-generated Search features begin immediate rollout.
  • Google unveiled new Gemini releases — Gemini 3.5 Flash, the personal agent Gemini Spark and the multimodal Gemini Omni — and showed features such as background agents, video-capable multimodal output and expanded SynthID provenance tools.
  • Businesses report real productivity gains from AI agents, with examples like Andreani saying developer teams saw roughly 30% month-over-month production increases after adding agents and surveys showing high AI uptake among small firms.
  • Marketers must adapt to an AEO (answer engine optimization) world by making content machine-readable, consistent across channels and verifiable so AI systems will cite brands instead of substituting direct links.
  • The rapid rollout is already straining infrastructure: a global memory shortage has pushed RAM prices sharply higher and rising data-center electricity use is lifting local power costs, with industry warnings that pressures may persist through 2028.