Late-night screen flooding! The biggest highlight of Google I/O isn't Gemini 4.0; it's the AI money-making machine that’s the retail investor’s ticket to entry.

Citigroup’s research report states plainly: The most important thing to watch at Google I/O isn’t what version number the model jumps to.

They estimate on a 3 to 4-month cycle, and this time it’s more likely to see Gemini 3.2 or 3.5, with a lower probability for 4.0. But Citigroup maintains a buy rating with a target price of $447, reasoning that AI tools are turning queries into actionable commercial intent.

In traditional search, about 20% of queries have commercial attributes. AI search allows users to input budget, scenarios, and constraints, giving Google more detailed demand signals. Query volume hit a record high in Q1, with a 90.0% global share and a 68.0% Chrome share. As these entry points continue to expand, the advertising ceiling will rise.

AI Max is the most critical point to observe. It exited beta at the end of April and will fully replace Dynamic Search Ads by September. Early data shows that a complete feature set delivers 14% more conversions, with a 7% lower CPA. The motivation for advertisers to shift to AI-driven placements is strengthening.

Proxy shopping is also advancing. Google recently expanded partnerships with payment providers like Klarna and Affirm, linking search, comparison, and checkout. Chrome’s US market share is 50.0%. If proxy shopping is embedded in the browser, Google will gain a new commercial entry outside of search.

Cloud business is becoming a more significant factor in valuation. Q1 cloud revenue was $20.03B, up 63.4% year-over-year, with a backlog of $462.3 billion nearly doubling quarter-over-quarter. Revenue related to TPU is expected to start contributing in the second half of 2026.

Citigroup’s $447 target price corresponds to about 30 times the 2027 GAAP EPS, currently around 26 times. This premium depends on two conditions: search query growth continues and AI does not weaken the advertising fundamentals, with cloud business accelerating under Gemini and TPU demand.

Risks are clear: advertising budgets being dragged down by the economy, AI competition exceeding expectations, and antitrust regulation. So whether Gemini 4.0 appears is just a surface show; the real test is whether AI capabilities can turn into profit engines for search, shopping, and cloud.

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