Deepwater Asset Management managing partner Gene Munster told CNBC’s Closing Bell that Alphabet’s entrenched advertising infrastructure positions it to capture ‘tens of billions’ in AI‐driven ad revenue over the next several years. Munster argued that as AI chatbots evolve into consumer‐facing platforms, Google’s existing ad auction and targeting technologies can be seamlessly extended, creating a parallel to its core search business. He estimates that even if AI ads initially represent just 5% of Alphabet’s overall ad volume, the segment could contribute more than $10 billion in incremental annual revenue by 2028, assuming continued uptake by advertisers seeking more interactive formats.

In a recent 24/7 Wall St. podcast, analysts Eric Bleeker and Austin Smith ranked Alphabet among the top three AI stock contenders for 2026, noting the company’s turnaround from laggard to leader. They pointed to the March 2025 launch of Gemini 2.5 and the November debut of Gemini 3, which delivered a 20% improvement in response latency and new spatial AI capabilities for video generation. Reports that Alphabet is now selling its custom TPU chips to other major AI developers—including Meta—were cited as evidence of a strategic push to challenge Nvidia’s hardware dominance. The analysts also observed that Alphabet’s cloud‐services growth accelerated to 34% year‐over‐year in Q4 2025, driven in part by enterprise uptake of its AI tooling.

DeepMind CEO Demis Hassabis revealed in a CNBC interview that he and Google CEO Sundar Pichai speak daily to align on product roadmaps, underscoring the tight integration of the London‐based lab with Alphabet’s broader AI strategy. Acquired in 2014 for approximately £400 million and merged with Google Brain in 2023, DeepMind has been credited with architecting the underlying infrastructure that enabled the rapid rollout of Gemini 3 across Google Search, Workspace and Ads. Hassabis said this ‘engine room’ model has cut development-to-launch cycles from months to weeks, a critical capability in what he described as one of the ‘most intense competitive environments’ in technology history.

On January 13, 2026, Alphabet surpassed a $4 trillion market capitalization for the first time, closing the day above the threshold and cementing its place as the world’s second‐most valuable company behind Nvidia. The milestone came after a year in which the stock rallied roughly 70%, driven by stronger‐than‐expected ad revenue, a rebounding cloud business and growing enthusiasm around AI products. Investors have been particularly encouraged by management’s pledge to maintain disciplined capital allocation, including a commitment to return at least 50% of free cash flow to shareholders through dividends and buybacks over the next two years.