Meta’s Muse Helps Users Cancel Subscriptions, Putting Forgotten-Bill Revenue at Risk

Consumers who shared financial statements with the AI agent have cut unwanted bills. Research suggests the business risk lies in how often people keep paying when cancellation takes effort.

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Meta’s Muse Helps Users Cancel Subscriptions, Putting Forgotten-Bill Revenue at Risk
Meta’s Muse Helps Users Cancel Subscriptions, Putting Forgotten-Bill Revenue at Risk

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Some people who gave Meta’s Muse access to their bank and credit-card statements have already used the AI agent to spot recurring charges and cancel subscriptions they no longer wanted. It’s an early example of a bigger question: how much subscription revenue depends on customers simply putting off the decision to leave? Muse, rolled out this month, can handle tasks across a person’s life. Unlike subscription-management apps built just for bills, it brings cancellation help into a broader assistant. But the convenience requires sharing sensitive financial data. In a Recurly survey, 43 percent of consumers said they were comfortable with artificial intelligence managing subscriptions. That doesn’t tell us how many have shared statements with Muse. The sums add up. American consumers spent an average of about $1,887 on subscriptions in 2025—roughly $157 a month. More than half of surveyed subscription businesses said at least one in ten subscribers paid without actively using the service. Stanford economist Neale Mahoney and coauthors estimated that forgotten payments and cancellation friction can roughly double sellers’ revenue. That’s a general research estimate, not a measured effect of Muse. And the trend predates Meta’s agent: ScribeUp says its members are 1.8 times more likely to start a cancellation than a year ago, before its newer AI features. Easier exits can still bring customers back. Recurly found that three out of four people who paused eventually returned. The key unknown is whether Muse can drive cancellations at a scale that changes subscription businesses’ revenue—or whether sellers make pausing and returning easier.

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3 key points

Meta’s newly rolled-out Muse personal agent has already helped some users identify and cancel unwanted subscriptions after they shared bank and card statements, offering an early example of AI changing recurring-payment behavior. The stakes extend beyond bill management: research cited in the report estimates forgotten or difficult-to-cancel subscriptions can roughly double sellers’ revenue, though that is not a...

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    Mastercard and FT Strategies estimate U.S. consumers spent an average of $1,887 on subscriptions in 2025, about $157 monthly.

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    More than half of surveyed U.S. subscription businesses said at least 10% of subscribers paid without actively using the service.

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    Neale Mahoney’s research found people prompted to make a subscription decision were about four times more likely to cancel.

Give an AI agent a view of your financial statements, and a forgotten monthly charge becomes easier to spot. Some consumers who gave Meta’s Muse access to banking and credit card statements have canceled subscriptions they no longer needed, according to CNBC’s account of early use. The cancellations offer a concrete test of a business advantage that is usually hard to see: customers who keep paying because they never get around to leaving.

From statement to cancellation

Meta rolled out Muse this month as a personal AI agent that handles tasks across areas of a user’s life. With access to financial statements, it can identify recurring payments and help cancel subscriptions. Subscription-management services already exist; the difference is that Muse puts the task inside a broader assistant rather than a tool devoted only to bills.

That convenience comes with a meaningful choice. Finding charges through Muse means giving an AI access to sensitive financial information. In data cited by CNBC, 43% of consumers surveyed by subscription-management company Recurly said they were comfortable with AI managing their subscriptions. Comfort with the idea, though, is not a measure of how many people have handed Muse their statements.

The value of a decision postponed

The sums are large enough for even small charges to add up. Mastercard and FT Strategies estimated that U.S. consumers spent an average of $1,887 on subscriptions in 2025, or about $157 a month. Their survey also found that more than half of U.S. subscription businesses had at least 10% of subscribers still paying but not actively using the service.

Stanford economist Neale Mahoney told CNBC that sellers benefit both when customers forget to cancel and when cancellation takes too much effort. He and two co-authors estimated in a 2025 paper that those forces can roughly double sellers’ revenue. That is a research estimate about subscription businesses, not a measured loss caused by Muse.

An agent that repeatedly brings charges to a customer’s attention could weaken the habit of postponing that decision. Mahoney sees digital services as more exposed than physical deliveries: a box of pet food is hard to overlook, while a credit-monitoring charge can continue quietly. Whether Muse produces cancellations at a scale that changes sellers’ revenue remains open.

Cancellation was rising before Muse

Muse is arriving amid an existing shift, not starting one from zero. ScribeUp, which supplies subscription-management technology to financial apps, says its members are 1.8 times more likely to start a cancellation than a year ago. CEO Jordan Mackler said that increase predates the company’s newer AI features. He also said the median ScribeUp user has more than 12 recurring payments, with one in four carrying at least 20.

For sellers, making departure easier need not mean losing a customer forever. Recurly’s 2026 report found a sharp rise in the use of pause-before-cancel options; three out of four customers who paused eventually returned. Mastercard and FT Strategies found that 74% of surveyed consumers were more likely to subscribe when cancellation was easy, while 70% said they were more likely to resubscribe.

That leaves subscription businesses with two possible responses to easier exits: try to preserve payments from inactive users, or give customers a reason to stay and a workable way to pause. Muse’s early cancellations show the customer-side appeal. They do not yet show which response businesses will choose, or how much recurring revenue an AI assistant might ultimately move.

Sources

  1. cnbc.comMeta's Muse agent is attacking one of the economy's most profitable weak spots

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