Meta stock has picked up a fresh Buy rating after TQP Research upgraded META from Hold, arguing that a roughly 26% pullback has created a more attractive entry point even as Mark Zuckerberg commits unprecedented sums to artificial intelligence. The bullish call rests on a simple but increasingly controversial thesis: Meta’s AI spending is already producing measurable improvements in advertising, while the stock price has fallen enough to compensate investors for the enormous capex bill and mounting legal risks.
The upgrade arrives after a turbulent stretch for META shares. The stock closed at $549.90 on August 21, far below its 52-week high of $790.80, after investors recoiled from surging AI infrastructure spending and sharply weaker quarterly free cash flow.
Meta Stock Upgraded to Buy After a 26% Pullback
TQP Research upgraded Meta Platforms from Hold to Buy, reversing a cautious stance initiated when the shares traded around $742.
The analyst’s argument is not that Meta’s risks have disappeared.
Instead, the roughly 26% decline from the level at which the prior Hold rating was established has created what TQP describes as a greater margin of safety. Seeking Alpha’s analyst roundup highlighted the same rationale, pointing to Meta’s share-price decline and increasingly visible benefits from AI-powered advertising.
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That distinction is important for investors.
Meta is spending far more money than it did during previous investment cycles. Litigation remains a major uncertainty, and its free cash flow has taken a huge near-term hit.
But valuation is always a function of price.
A business can become a more attractive investment even while its underlying risks increase if its share price falls far enough.
That is essentially the bet behind the upgrade.
AI Is Already Making Advertising Machine Stronger
The strongest argument for Meta stock remains the performance of its core advertising business.
Meta generated $60.8 billion of total revenue in the second quarter, up 28% year over year, despite investor anxiety surrounding the company’s spending plans.
Advertising remains overwhelmingly responsible for that revenue.
TQP Research notes that the core ad business accounts for about 98% of company sales, meaning Meta’s valuation still depends primarily on whether Facebook, Instagram, Reels and its broader Family of Apps can continue attracting advertisers.
So far, AI appears to be helping rather than disrupting that business.
Meta is using machine-learning systems to improve recommendations, ad targeting, creative generation and conversion measurement. Better recommendations keep users engaged for longer, while improved targeting makes each advertising impression potentially more valuable.
TQP specifically highlighted an approximately 22% improvement in return on ad spend associated with Meta’s AI-driven systems.
That is a crucial metric.
If advertisers generate better returns, they have a financial incentive to shift more budget toward Meta.
In other words, some of Zuckerberg’s enormous AI investment is already producing measurable commercial benefits rather than merely funding speculative research.
Q2 Revenue Growth Was Hard to Ignore
Independent analysis of Meta’s second-quarter results supports that view.
S&P Global Market Intelligence said the company exceeded consensus expectations on revenue and profitability as AI-driven improvements supported both engagement and advertising efficiency.
The headline numbers were striking.
Revenue increased 28% from a year earlier, while Meta guided for third-quarter revenue of $61 billion to $64 billion.
That is not the profile of a company whose core business is deteriorating.
The problem is that costs are growing even faster.
Second-quarter expenses reached $42.0 billion, up 55% year over year, while operating income declined 8% to $18.8 billion and the operating margin fell to 31% from 43%.
Those figures explain why investors have become less willing to reward Meta’s revenue growth automatically.
The market wants to know what it costs to generate that growth.
The $145 Billion AI Spending Question
Nothing hangs over Meta stock more heavily than capital expenditure.
Meta now expects 2026 capex of $130 billion to $145 billion, tightening its previous $125 billion-$145 billion forecast.
The scale is extraordinary.
Reuters reported that the spending plan is more than double Meta’s prior-year level as the company races to build data centers and secure the computing power required for advanced AI models.
The company is investing in GPUs, custom silicon, networking equipment, massive data centers and the power infrastructure needed to operate them.
Management believes those assets will support both its existing advertising products and entirely new AI businesses.
Investors are being asked to finance that vision before the eventual revenue from many of those projects becomes visible.
That creates one of the central valuation debates in the market.
If Meta’s AI infrastructure generates years of higher advertising efficiency and new products, today’s spending could eventually look highly rational.
If returns disappoint, the company may have committed well over $100 billion annually to infrastructure without earning an adequate return on that capital.
Free Cash Flow Is the Biggest Warning Sign
The near-term cost is already showing up dramatically in cash flow.
The company generated only $784 million of free cash flow in Q2, down about 91% from $8.55 billion in the year-earlier quarter as capital expenditures surged.
That is a shocking decline for a company historically known for producing huge quantities of cash.
It is also one of the most important reasons Meta stock has struggled despite strong revenue growth.
Investors generally award premium valuations to large technology companies because they combine growth with enormous free-cash-flow generation.
Meta is temporarily sacrificing part of that advantage to build AI infrastructure.
TQP Research nevertheless sees a path toward approximately mid-teens long-term free-cash-flow growth, arguing that improved advertising economics can eventually overcome the spending surge.
That is the core bet behind the Buy upgrade.
The market is focusing heavily on the current cash-flow collapse.
The bullish case assumes today’s infrastructure becomes tomorrow’s cash-flow engine.
Is the Stock Finally Cheap Enough?
The recent decline has changed the valuation equation substantially.
Meta shares traded above $740 when TQP previously viewed the stock as a Hold. They closed August 21 at $549.90, with the 52-week trading range spanning $520.26 to $790.80.
TQP argues the current valuation requires Meta to compound free cash flow at approximately 15.7% annually over the next decade to justify the stock price under its framework.
That remains an ambitious assumption.
But Meta has several structural advantages capable of supporting it: billions of users, an exceptionally profitable advertising platform, vast proprietary consumer data, increasingly effective AI recommendations and a balance sheet capable of funding infrastructure at a scale few companies can match.
The upgrade therefore does not imply Meta is conventionally cheap.
It argues that the expected return is now attractive relative to the risks.
The Bear Case Has Not Disappeared
Investors considering the upgrade should not ignore why META fell in the first place.
AI infrastructure investment is escalating throughout Big Tech, creating concern that companies are collectively spending faster than they can generate economic returns.
Reuters recently highlighted broader market anxiety over hyperscaler spending, noting that major technology companies could increasingly rely on debt and outside financing as AI investment balloons.
Meta also faces significant litigation risk.
Its Q2 expense outlook incorporated $2.4 billion of charges related to legal proceedings, and the company raised the bottom end of its full-year total expense forecast to $165 billion-$169 billion.
TQP explicitly identifies youth-safety litigation as a meaningful long-term uncertainty.
That issue is separate from AI but could materially affect future cash flows if lawsuits result in major settlements, fines or restrictions on product design.
A lower stock price does not eliminate those risks.
It simply gives investors a larger cushion if outcomes prove less severe than feared.
Biggest AI Advantage
Meta differs from many companies spending heavily on AI because it already has a gigantic revenue engine onto which AI improvements can be attached.
The company does not need to wait for consumers to begin paying directly for a futuristic AI assistant before generating returns.
If better recommendation algorithms increase Instagram engagement today, Meta can show more advertisements today.
If generative AI improves advertisers‘ creative performance, businesses can increase ad spending today.
That creates a much shorter monetization path than some more speculative AI projects.
S&P Global’s analysis of Q2 emphasized precisely this dynamic: AI-driven improvements are already strengthening the existing Family of Apps business even while infrastructure spending weighs on profitability.
That may ultimately determine whether Meta deserves to trade differently from companies whose AI spending is still almost entirely a promise about future revenue.
What Could Send the Stock Higher?
Three developments would strengthen the upgrade thesis considerably.
First, Meta needs to maintain strong advertising growth and demonstrate that AI recommendations continue improving engagement and ad conversion.
Second, investors need evidence that capital expenditures are approaching a level where growth begins to moderate rather than accelerating indefinitely.
Third, free cash flow needs to recover as the current infrastructure buildout begins generating returns.
Management has already said it expects 2026 operating income to exceed 2025 operating income, despite the enormous investment program.
If Meta can deliver on that commitment while maintaining 20%-plus revenue growth, the recent stock decline could look increasingly excessive.
The opposite is also true.
Another major increase in 2027 capex without clearer monetization could restart the selloff quickly.
Outlook: Is the Meta Stock Upgrade Right?
TQP Research’s upgrade makes a compelling distinction between business risk and investment risk.
Meta’s business arguably carries more financial uncertainty today because Zuckerberg is committing unprecedented amounts of capital to AI. Yet META stock has also fallen sharply enough that investors are no longer being asked to pay the same price for that uncertain future.
The core advertising engine remains powerful. Revenue grew 28% last quarter, AI is already improving advertising economics, and Meta still expects operating income to grow for the full year.
But the $130 billion-$145 billion capex budget means shareholders need more than another impressive quarter of ad growth.
They need evidence that AI returns can eventually outrun AI spending.
For now, the 26% pullback has made that wager considerably cheaper.
Meta’s AI strategy has not become less expensive — but after the selloff, META stock finally has.
