S&P Puts Meta on Negative Credit Watch Over AI Spending Spiral

By Hector Herrera | October 31, 2026

S&P Global Ratings has revised Meta Platforms' credit outlook from stable to negative, warning that the company's AI infrastructure buildout could push its leverage above the downgrade threshold as early as 2027. It's the first time a major credit rating agency has taken a negative action against a big-tech company specifically because of AI spending risk — and it won't be the last.

S&P affirmed Meta's AA- credit rating while flagging the outlook change, meaning a downgrade isn't certain, but the agency is now watching Meta's balance sheet with concern. The action lands the same day OpenAI trimmed its fundraising target by $10 billion — a convergence of signals that AI's capital reckoning has arrived.

What S&P Is Warning About

The core concern isn't Meta's current finances — it's the trajectory. S&P projects that Meta's free operating cash flow could fall to negative $71 billion in 2027 if current AI infrastructure leasing and capital spending continues at its current pace.

That's a stark figure. Free operating cash flow is how companies fund dividends, buybacks, debt repayment, and strategic flexibility. Negative $71 billion would mean Meta is burning cash faster than it generates it — an unusual position for a company that earned $39.1 billion in net income in 2025.

The specific risks S&P identified:

• AI infrastructure lease commitments create long-duration fixed obligations
• Meta lacks a cloud business (like AWS, Azure, or Google Cloud) to monetize its AI investment externally
• Leverage — the ratio of debt to earnings — could rise above S&P's downgrade threshold
• The timeline to positive AI revenue returns remains uncertain

Why Meta Is Exposed in Ways Amazon, Microsoft, and Google Aren't

This is the structural issue S&P is putting a number on. Amazon, Microsoft, and Google all operate large cloud businesses. When they spend billions on AI infrastructure — chips, datacenters, power contracts — they can rent that capacity to enterprises through AWS, Azure, and Google Cloud. The AI buildout is simultaneously a cost and a revenue source.

Meta has no equivalent. Its AI spending — on training frontier models, building AI features into Facebook, Instagram, WhatsApp, and Threads, and developing its own silicon — is a cost center. Revenue comes from advertising, not from renting compute. That means Meta's AI capex has to pay off through higher ad revenue, better engagement, or new consumer products. That's a longer and less certain return path.

What Meta has bet on:

• AI-powered ad targeting delivering measurably higher returns for advertisers
• AI assistant features (Meta AI) driving engagement and eventual monetization
• Llama open-source models building developer ecosystem loyalty
• Orion AR glasses and next-generation hardware running AI natively

All of those bets may pay off. S&P isn't saying Meta is wrong to make them. It's saying the timing creates real financial risk if revenue doesn't accelerate fast enough.

What a Credit Outlook Change Actually Means

A credit outlook change from stable to negative doesn't mean a downgrade is coming. It means S&P is signaling a one-in-three chance of a downgrade in the next 12 to 24 months.

An actual downgrade from AA- to A+ would:

• Raise Meta's borrowing costs on any new debt issuance
• Affect bond prices for existing Meta debt holders
• Trigger covenants in some existing agreements that reference credit ratings
• Increase scrutiny from institutional investors who hold Meta stock in funds with credit-quality requirements

Meta has significant cash reserves and remains deeply profitable at the operating level. A single outlook change doesn't upend that. But it introduces friction — and sets a public benchmark for how financial markets are evaluating the AI spending wave.

The Broader Signal

S&P's action is notable not just for what it says about Meta, but for what it says about how credit markets are starting to evaluate AI spending across the industry.

For two years, AI infrastructure investment was treated as unambiguously positive by markets: more spending meant more capability, which meant more competitive advantage, which meant more revenue. The credit rating agencies largely held their fire.

That's changing. The question of whether AI spending converts to revenue at the required rate is now appearing in formal analyst frameworks — the kind that affect the cost of capital for every major company in the sector.

What this means if you're building on Meta's platforms: No immediate change. Meta's ad products, Llama model releases, and developer APIs aren't affected by a credit outlook change. But watch Meta's Q4 2026 earnings call — management will face pointed questions about capex pacing, return timelines, and whether the AI buildout schedule can be moderated without losing ground to Google and Microsoft.

What to Watch

Whether S&P follows the outlook change with an actual downgrade in 2027 will depend almost entirely on whether Meta's AI investments show measurable revenue impact in the next two to three quarters. If ad revenue accelerates and cash flow improves, the negative watch gets removed. If spending continues to outpace returns, expect Moody's and Fitch to follow S&P's lead.