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Alphabet: All In on AI

The only AI giant that can fund the entire arms race from its own pocket, and still owns the chips, models, and billions of users.

NASDAQ:GOOG
$351.05+0.02%
Updated: Jun 29, 2026
Technology
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Bull & Bear Case

An overview of the main reasons to invest and the key risks involved.

Bull Case

It Can Fund the AI Arms Race From Its Own Pocket

Cash flow covers $190bn capex while rivals must keep raising to survive.

Cloud Has Become a Real Growth Engine

Cloud past $20bn a quarter, backlog near $460bn, outgrowing rivals.

Search Is Holding, and AI Is Quietly Helping:

Ad revenue still growing; AI sharpens targeting rather than cannibalising clicks.

Bear Case

The Spending Bill Is Enormous

$190bn capex plus an $85bn raise invites scrutiny on returns.

Regulation Could Reshape the Business:

Antitrust and EU rules threaten a business ~73% reliant on ads.

Rivals and Self-Cannibalisation Loom

AI search rivals, and Google's own answer-engine pivot, could erode ad economics.

Executive Summary

The artificial intelligence boom has become a contest of balance sheets. Building frontier AI means spending tens of billions a year on chips and data centres, and most contenders, from OpenAI to Anthropic, must return to investors every cycle to keep the lights on. One round going badly could topple them. Alphabet, the parent of Google, faces no such fragility. Its core business generates so much cash that it can fund the build-out itself, and keep spending through downturns that would starve its rivals.

That financial strength sits on top of a business firing on every cylinder. Google Cloud has crossed $20 billion in quarterly revenue for the first time, growing faster than its larger rivals, with an order backlog that has roughly doubled. Search advertising, long feared to be AI's first casualty, is still growing. The company designs its own AI chips, builds the Gemini models, and reaches billions through Search, YouTube, Android, and Gmail. Add a re-rated Waymo and new partnerships with Apple and Samsung, and Alphabet offers a rare mix: defensive cash generation with offensive AI upside.

Investment Thesis

Overview of buy and sell case of the business.

Why Invest?

Key pieces of information about the business that you need to know about.

It Can Fund the AI Arms Race From Its Own Pocket

This is the heart of the case. Alphabet's 2025 operating cash flow comfortably exceeds even its enormous 2026 spending plans, which run to roughly $190 billion, more than double the prior year. While OpenAI, Anthropic, and others must raise fresh capital every cycle to stay in the race, Alphabet can self-fund, cut back if the race slows, and still outlast competitors. In June 2026 it chose to top up that firepower with its largest-ever equity raise of around $85 billion, with Berkshire Hathaway taking a tenth of it, a notable vote of confidence from the world's most famous value investor.

Cloud Has Become a Real Growth Engine

For years Google Cloud trailed Amazon and Microsoft. That gap is now closing fast. Cloud revenue passed $20 billion in a single quarter for the first time, growing far quicker than either rival, while its order backlog has roughly doubled to around $460 billion, a sign that demand is outrunning the capacity Google can build. Management says enterprise AI tools are now the main driver. A division once viewed as a costly also-ran has become one of Alphabet's most valuable assets and the clearest proof that its AI spending is translating into revenue.

Search Is Holding, and AI Is Quietly Helping

The loudest fear about Alphabet was that AI answers would gut its search advertising. It hasn't happened. Search revenue is still growing despite the rollout of AI Overviews, which do reduce clicks on traditional blue links. The trade-off is subtle but powerful: richer AI queries give Google a sharper read on what users actually want, supporting more precise, higher-value advertising rather than less. The cash engine that funds everything else is proving far more resilient than the bears expected.

Catalysts

The key events that could drive investment opportunities and shift markets.

Near term
  • Quarterly results showing Search still growing: Each quarter advertising holds up further undermines the AI-disruption fear that has capped the rating.

  • Converting subscribers into payers: New usage caps on heavy AI users mark the start of turning a huge free base into paying customers.

Medium term
  • Cloud backlog turning into revenue: Converting the roughly $460 billion backlog into recognised sales, while holding margins, would confirm cloud as a durable profit engine.

  • Agentic and commerce products: Gemini-powered agents and a new commerce protocol with major partners open paths to AI revenue beyond traditional search ads.

Long term
  • Waymo commercialisation: A re-rated robotaxi unit with rising rides and real revenue could become a genuine profit centre, with an eventual IPO or spin-off as further upside.

  • Distribution moats compounding: Deals placing Gemini on Apple and hundreds of millions of Samsung devices, plus a large India commitment, lock in reach that rivals cannot easily match.

Key Risks

Key pieces of information about the business risks that you need to know about.

The Spending Bill Is Enormous

Alphabet plans to spend around $190 billion on infrastructure in 2026. If AI demand disappoints or the competitive picture shifts suddenly, returns on that investment could deteriorate fast. The decision to raise about $85 billion in equity, on top of an earlier bond sale, also raises a fair question: if the most cash-generative company on the planet is tapping outside capital rather than fully self-funding, how sustainable is the entire industry's spending trajectory? Heavy spending shows up as rising depreciation and energy costs, which weigh on margins and cash flow.

Regulation Could Reshape the Business

A US court has ruled that Google holds an illegal monopoly in search. The 2025 remedies were milder than feared, but the Justice Department and many states are appealing for tougher measures, a separate case over Google's advertising technology is still awaiting judgment, and EU rules add further pressure. With advertising still around three-quarters of total revenue, any adverse structural ruling, or a cap on pricing flexibility, would have an outsized impact. The appeals run well into 2027, keeping uncertainty hanging over the core business.

Rivals and Self-Cannibalisation Loom

Two competitive threats sit side by side. AI-native search tools such as Perplexity and OpenAI could, over time, chip away at the habit of "Googling," even though there is no evidence of revenue erosion yet. More subtly, Google's own shift toward answering queries directly, rather than sending users to other websites, risks hollowing out the publisher ecosystem that feeds its index. The logic is that if Google doesn't cannibalise its referral model, a rival will, but the strategy still carries the risk that ad economics suffer as the old search bargain erodes.

Follow the Experts

Quickly navigate key insights from industry experts and leverage their knowledge and market intelligence.

Bill Ackman profile

Bill Ackman

Hedge Fund Manager

1.6m audience

Expert Insights

youtube
“When a business becomes a verb, that’s usually a pretty good sign about the motor on the business”
article
“Ackman and his team think that because of its incredibly popular internet-enabled products and services, Alphabet has unmatched distribution. This gives the business an advantage when it comes to introducing new AI features for immediate adoption.”
article
“We don't have to scrutinize Ackman's investments and public comments to pick his favorite AI stock. His Pershing Square Capital Management hedge fund owns only 10 stocks…and they belong to the same company - Alphabet”
Evan Kirstel profile

Evan Kirstel

TV host, Podcaster, Tech influencer,

375K+ audience

Expert Insights

x

'From $25M to $3T. The rise of Alphabet is a masterclass in compounding innovation — from a search bar in ’98 to Gemini AI in 2025. CAGR: •Revenue: +42% •EBIT: +47% Google didn’t just scale — it reinvented itself every decade.'

Mark Mahaney profile

Mark Mahaney

Senior Managing Director at Evercore ISI, Research Division

8K audience

Expert Insights

youtube
“My guess is they (Google) have the ability to easily catch up to where OpenAI is”
article
“Mahaney has a tactical outperform call on Alphabet's stock, saying Wall Street expectations for search, cloud and YouTube look "relatively modest.”
youtube
“the proof in the pudding for Google is going to be do people believe the search product is better than it was before and do people search more because of it…the tentative answers we have are positive.”
article
“Mark Mahaney has given his Buy rating due to a combination of factors related to Alphabet’s current market conditions and prospects”
Aaron Kessler profile

Aaron Kessler

Senior Analyst covering Internet at Seaport Global

2.5k audience

Expert Insights

article
“Google hedges currency and has strong discipline when it comes to expenses”
youtube
“Google continues to be the leader in AI services”
article
“Google will maintain its upsurge in the entirety of 2025 thanks to its superb AI research and other market growth factors.”
James Rodda profile

James Rodda

Portfolio Manager at Antipodes Partners

2k audience

Expert Insights

youtube
“Alphabet is best-positioned to ride the next wave of AI-enabled search. Alphabet’s AI edge lies in a combination of its proprietary LLM, Gemini, unique data and its monetization know-how”
article
“Despite the hype around the rise of ChatGPT, Google remains the dominant search engine, accounting for 90% of global search and only down a few percentage points since the emergence of AI-driven platforms.”
Chris Grisanti profile

Chris Grisanti

MAI Capital Management chief marketing strategist

500+ audience

Expert Insights

youtube
“In an expensive market, this (Alphabet) is the one Mag 7 stock that I really like”
Cathie Wood profile

Cathie Wood

Founder and CEO of ARK Invest

1.8m audience

Expert Insights

article
“Wood said software companies could be the next big opportunity in the artificial intelligence (AI) industry. If Wood is ultimately right…here’s why Google parent Alphabet could be among the biggest winners.”
article
“Big Tech firms like Apple and Google’s parent company, Alphabet, are likely to deploy artificial intelligence to maintain industry dominance”
Ben Thompson profile

Ben Thompson

Founder of Stratechery

255K audience

Expert Insights

article
“What hasn’t changed — because it is the company’s nature, and thus cannot — is the reliance on scale and an overwhelming infrastructure advantage. That, more than anything, is what defines Google”
Ari Paparo profile

Ari Paparo

Ad Tech influencer and CEO at Marketecture

26.8K audience

Expert Insights

x

"Obligatory Alphabet earnings note -- while every other division grew like gangbusters, the Network business declined by 1.2% YOY. Time to break-up and spin out..."

Investor Materials

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A curated collection of third-party content relevant to the company and sector to help inform your investment decision.

Analyst Commentary

Alphabet Fat Gladiator Blog

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What the Pros are asking

Here are the questions that professional investors are asking before making an investment decision.

How real is the self-funding advantage?

This is the crux of the bull case. Supporters argue Alphabet is structurally different: it can pay for the AI build-out from operating cash flow, sustain spending through a downturn, and simply outlast capital-dependent rivals. Sceptics point to the recent $85 billion equity raise and ask why, if self-funding is such an edge, the company is tapping markets at all. The bull answer is that raising cheap equity at a high valuation to fund compounding infrastructure is smart capital allocation, not weakness. The debate is really about whether that discipline holds as spending climbs.

Is Search growth durable, or a temporary reprieve?

The bears expected AI Overviews to gut search advertising. Instead, Search revenue has held up, with Google arguing that richer AI queries actually improve ad targeting. Critics counter that the real test comes as AI assistants mature and user habits shift, and that fewer blue-link clicks could eventually pressure advertiser demand. Bulls note there is still no evidence of erosion and that engagement is rising. Early data favours Google, but few investors regard the question as fully settled.

Will the huge capex actually pay off?

Alphabet is spending close to $190 billion in a single year. Optimists stress that, unlike most of the field, it already earns strong profits from its AI investments through cloud, search, and chips, rather than spending on faith. Critics worry that depreciation and energy costs are climbing faster than returns and that much industry spending assumes demand that may not arrive. The answer hinges on whether AI compute demand keeps compounding. If it does, the spending is a moat; if it stalls, it becomes a drag on returns.

How serious is the antitrust overhang?

Google lost its search monopoly case, but the 2025 remedies were modest and markets treated them as a relief. The risk now lies in the appeals, which could revive tougher penalties, and a separate ad-tech case still awaiting its remedy that some think could be more damaging. Most legal analysts view a forced break-up as unlikely, expecting tighter behavioural rules instead. Investors are weighing a low-probability, high-impact structural outcome against a more likely path of manageable constraints.

Can the "Other Bets" like Waymo move the needle?

Waymo has gone from science project to the clear leader in autonomous ride-hailing, and a large funding round has sharply re-rated its value. Optimists see a future profit centre and proof that Alphabet's long-term bets can pay off, with an IPO or spin-off as a potential unlock. Realists note Waymo still loses money, faces regulatory scrutiny after safety incidents, and remains tiny next to Google's core. For now it is valuable optionality rather than a core earnings driver, but it is the most credible of Alphabet's moonshots.