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Meta Signals Dramatic Shift That Could Reset Its Stock - Here's What Investors Should Know Now

2.8 million Muse downloads and a million business clients changed the math

By Damilola Esebame, CFEI® , Edited by Laura Hohenstein

Updated Oct. 3, 2026

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Meta Platforms (NASDAQ: META) is channeling its artificial intelligence (AI) infrastructure spending, forecast at $130 billion to $145 billion for 2026, into consumer and enterprise products rather than metaverse projects.

This shift will give you reasons to check if you're financially ahead on AI portfolio exposure, because the company's Muse AI agent and Business Agent Platform are converting that infrastructure into downloads, contracts, and transaction fees. Two products launched within weeks of each other show that revenue models are visible, even if returns remain early.

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Muse hit 2.8 million downloads in two weeks and outpaced ChatGPT in early U.S. adoption

Meta launched Muse AI on September 8, 2026, and the app reached 2.8 million downloads within two weeks, with a 55% daily increase in downloads during the first 10 days, TechCrunch's analysis of Sensor Tower data confirmed. The app accumulated 642,000 daily active users on U.S. mobile devices, briefly reaching the top of U.S. iOS downloads.

Muse's first 12 days produced 1.8 million downloads on U.S. and Canadian iOS, compared with 1.3 million for ChatGPT in the same window, TechCrunch's analysis of Apptopia data showed. Meta's existing user base across Facebook, Instagram, and WhatsApp gave Muse a distribution advantage standalone AI startups cannot replicate.

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Meta's head of product described the Business Agent Platform as an enterprise play

Meta launched the Business Agent Platform in London, building on earlier chatbot tools that more than a million companies already used across WhatsApp and Messenger, according to Yahoo Finance. The platform connects to hundreds of non-Meta systems, including Shopify, Zendesk, and Shopee, handling tasks from booking appointments to processing payments and qualifying leads.

"This is definitely an enterprise play," said Naomi Gleit, Meta's head of product. Meta established an Enterprise Solutions team, and WhatsApp and Messenger give the platform distribution that rivals from OpenAI, Anthropic, and Google lack.

Tiered subscriptions and merchant fees give Muse two revenue paths beyond advertising

Muse operates on a freemium model with paid plans above a free tier, KuCoin's analysis stated. Revenue channels break down as follows.

The Power Plan costs approximately $20 per month for expanded capabilities.
The Maximum Plan costs roughly $100 per month for the highest tier of access.
Commerce integrations with Stripe Link, Shopify, PayPal, and Ticketmaster allow Muse to facilitate purchases and could earn merchant fees on completed transactions.

Jefferies projects $10.8 billion in annualized revenue if 3% of a billion users convert

Jefferies analysts modeled a scenario in which Muse reaches one billion users and 3% convert to paid subscriptions, yielding roughly $10.8 billion in annualized revenue, Traders Union's analysis of the Jefferies research showed. The scenario is not a forecast, but it illustrates the scale possible given Meta's audience of more than three billion monthly active users.

The $10.8 billion figure would represent a meaningful new stream for a company dependent on advertising, and the merchant-fee model adds a variable revenue layer on top of subscriptions that the scenario did not quantify.

AI infrastructure spending of $130 billion to $145 billion funds both products and the ad system

Meta's 2026 capital expenditure guidance of $130 billion to $145 billion reflects accelerating AI infrastructure investment, Data Center Digest reported. That spending underpins Muse, the Meta Enterprise Platform, and the company's advertising AI, The Motley Fool noted. The spending represents a shift from prior years when a larger share of AI capital flowed into Reality Labs and metaverse development with limited commercial return.

Meta earned roughly $201 billion in revenue and $60.5 billion in net income for full-year 2025, a base that has funded the AI buildout without external capital. Whether Muse and the Business Agent Platform convert adoption into revenue faster than depreciation erodes the invested capital is the central risk.

The stock gained 27% in four weeks and trades at 22.1 times forward earnings

Meta shares traded at $725.93 with a market capitalization of $1.8 trillion after gaining 27% in four weeks, TradingView noted. The four-week rally coincided with the Muse launch and enterprise platform expansion, suggesting the market is pricing in the revenue diversification thesis.

The stock trades at 22.1 times forward earnings against a sector average of 20.9 times, The Motley Fool confirmed. The premium leaves limited room for error if Muse's paid conversion rate or enterprise monetization falls below the trajectory priced in.

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An $18 billion legal settlement adds a recurring liability over the next decade

Meta faces a legal settlement of roughly $18 billion payable over 10 years in annual installments, with $5.3 billion contingent on actions by YouTube and TikTok. The installments reduce cash available for AI reinvestment, The Motley Fool confirmed.

If both contingent conditions trigger, the full $18 billion would consume a meaningful share of annual profits over the decade, compressing the capital available for AI infrastructure at a stage when the spending trajectory is steepest and reinvestment capacity matters most.

Bottom line

The pivot produced early traction: 2.8 million Muse downloads, more than a million business clients, and merchant fees that could diversify revenue beyond advertising. The Jefferies scenario of $10.8 billion in subscription revenue and the 22.1 times forward valuation reflect the opportunity.

Capital expenditures of $130 billion to $145 billion and an $18 billion legal settlement are the costs of that transition, and whether Muse converts free users to paid subscribers at scale is the variable your must-have investing apps can help track through Meta's quarterly earnings filings and app store download data.

This article is for informational purposes only and should not be considered investment advice.

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Author Details

Damilola Esebame, CFEI®

Damilola Esebame, CFEI®, is a financial journalist who specializes in investing and turning complex market topics into practical guidance. He grew a four-figure investment portfolio into six figures by combining long-term S&P 500 investing with carefully managed debt financing, a strategy he now writes about for readers building their own portfolios.