Skip to content

Invest1 publisher2 min readPublished

Oppenheimer's Muse case asks 115 million people to pay $20 a month

Jason Helfstein's roughly $27.5 billion threshold works out to $240 a subscriber a year, the same figure buried inside Goldman's 10 million subscriber estimate, against a Meta quarter where ads supplied 98% of $60.8 billion.

The Investor · Invest desk

Illustration accompanying Oppenheimer's Muse case asks 115 million people to pay $20 a month

What happened

  • Oppenheimer's Jason Helfstein put the bar for Muse to move Meta's earnings at roughly 115 million paying subscribers at $20 a month, about $27.5 billion a year on an assumed 80% operating margin.
  • Muse launched on September 8, 2026 as a personal AI agent that executes tasks across applications including email and travel bookings.
  • Goldman Sachs has Meta at Buy and projects that 10 million Muse subscribers would generate approximately $2.4 billion of annual revenue from the service.

Compiled by The InvestorSomething wrong?How this is made

Why it matters

  • constraint Neither house is betting on price: both models put the same monthly fee on every subscriber, so the entire disagreement is about how many people sign up, and a shortfall in sign-ups has nothing to offset it.
  • exposure An investor holding Meta for the AI story is still holding an ad business, since the product meant to diversify it is modelled at about 1.5 cents of every 2027 revenue dollar.
  • capability Meta gets a return even if paid conversion disappoints, because free users generate the training data and usage patterns the product needs to improve.

Goldman Sachs and Oppenheimer price a Muse subscriber identically and disagree only on how many will exist. Goldman's 10 million subscribers producing about $2.4 billion a year is $240 a head [8][13], which is the $20 Power plan billed twelve times [7]. Put 115 million people through the same $240 and the total is $27.6 billion [14], near enough to Helfstein's $27.5 billion [2]. The two houses are 11.5 times apart on the count [15].

Wedbush's estimate is the more legible one. About $5 billion of Muse subscription revenue by 2027 [9], at $240 a year, implies roughly 20.8 million subscribers [17], or 18% of Oppenheimer's threshold [18]. Since Wedbush also calls that $5 billion about 1.5% of the revenue it expects Meta to book in 2027 [10], its model carries something like $333 billion of total revenue for the year [19], and the $650 target that goes with it [9] is a call on advertising.

The consent figure is harder to use than it looks. Muse debuted on September 8, 2026 and needs access to accounts, passwords and personal data to book travel or work an inbox on someone's behalf [3][4], and 13% of surveyed US consumers said they would be willing to share all their passwords with Meta [5]. CryptoBriefing's account of that survey does not state its size or provider [23]. Thirteen per cent of an unstated base cannot be turned into a subscriber cap, which is the weakness in treating it as the binding limit. ChatGPT and Gemini already hold substantial footholds in the assistant market [6], and Oppenheimer's 115 million would be more people than live in Japan, by the report's own comparison [24].

Set against the current mix, the size of the ask is clear. Advertising was around 98% of approximately $60.8 billion of revenue in Q2 2026 [11], leaving about $1.2 billion of non-advertising revenue in the quarter and roughly $4.9 billion annualized [20]. Oppenheimer's $27.5 billion is about 5.6 times that [21]. At the 80% operating margin in the note, it would be $22 billion of operating income [16].

I'd expect Muse to stay a feature of an advertising business with a subscription bolted on, because the published prices sell token allowances and priority access [7]. The counter-thesis sits in the top tier: $100 a month for 3 billion tokens [7], and if the paid mix skews there, revenue per subscriber runs well above the $240 every estimate here assumes [13] and the required headcount falls. Two disclosures would change the view: Meta reporting Muse subscribers as a line item, or a paid mix weighted to the $100 plan.

What to watch

  • Whether Meta reports Muse subscribers or non-advertising revenue as a separate line in its next quarterly results.
  • A repeat of the password-sharing survey once Muse has been live for several quarters, and whether the 13% moves.
  • Any disclosure of the paid mix between the $20 Power plan and the $100 Maximum plan, which sets revenue per subscriber.
Loading claim ledger
Loading source directory links
Loading share composer
Loading topic controls
Loading related stories