The Business Engineer

The Business Engineer

Alphabet’s (Google) AI Empire: From Chips to Agents

Gennaro Cuofano's avatar
Gennaro Cuofano
Nov 01, 2025
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Alphabet is simultaneously defending and reinventing its core Search business, accelerating its infrastructure advantage through custom silicon, and cultivating multiple optionality plays.

This analysis examines three critical vectors of Alphabet’s AI-era strategy and why it’ll be one of the most important players in the next decade of AI.

The Evolution of Search: From Blue Links to AI-Native Experiences

The Paradigm Shift Underway

Traditional search is experiencing its most fundamental transformation in 25 years. Alphabet faces what I’ve termed a “barbelled distribution economy” where it must choose between brand override (maintaining Google as the default choice) and technical excellence (optimizing for AI agent queries). Uniquely, Google is pursuing both simultaneously.

The stakes are existential. As I’ve written about “intermediated visibility,” we’re shifting from platform-mediated to agent-mediated distribution. Google’s response is essentially: “We’ll be the best platform FOR agents” (via Gemini API) while simultaneously being “the best agent-accessible destination” (via optimizing for agent queries).

Google’s Multi-Front Response Strategy

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