Open a banking app and scroll through a month of transactions. Streaming services. Cloud storage. Music. Fitness apps. Shopping memberships. Individually, each payment is easy to ignore. Together, they begin to explain why so many technology companies have quietly changed their pricing, their products, and increasingly, their expectations for growth.
To understand the shift, look at how the software industry changed the baseline of corporate finance. In the early 2010s, vendors realized they were leaving money on the table by selling one-time licenses. Moving products to the cloud meant they could charge rent in perpetuity. Wall Street rewarded that predictable cash flow. By the peak of the 2021 market, the Bessemer Cloud Index showed public SaaS companies trading at 20 to 30 times their projected future revenue. Investors were no longer valuing the product itself. They were valuing the automated renewal.
Companies entirely outside of software noticed. They started looking for ways to convert their own physical products into recurring revenue streams. BMW provided the most glaring example, trying to charge drivers $18 a month to activate the heated seats already stitched into the leather of their cars. The ensuing backlash grew so intense that BMW killed the program entirely by September 2023.
Consumers accumulated these commitments because human beings are terrible at tracking invisible spending. When C+R Research asked people in 2022 to guess their monthly subscription costs, the average estimate came in at $86. Researchers then audited the actual bank statements for those same users and found the real number was $219. People were carrying a $133 blind spot, letting auto-renewals run in the background while households quietly took on dozens of recurring financial obligations.
Inflation and app fatigue eventually forced people to actually look at their bank statements. When they did, companies didn’t suddenly become worse at selling subscriptions. Households simply reached a ceiling. The exact number differs from family to family, but once it is hit, every new monthly payment requires another to disappear. Growth shifts from expanding a market to displacing a rival.
Streaming services offer the clearest view of this new behavior. Many viewers no longer maintain several subscriptions throughout the year. They subscribe for a hit series, watch it, cancel the service, and return only when another exclusive title appears. The research firm Antenna defines this growing cohort of “Serial Churners” as users who cancel three or more premium streaming video subscriptions within a two-year window. They treat digital subscriptions like short-term rentals, ruthlessly pruning their expenses to stay under their personal ceiling.
Unfortunately for artificial intelligence companies, they entered the market after households had already reached this limit. OpenAI and Anthropic set a baseline for consumer AI at $20 a month. A person adopting just one text model and a single image generator adds $50 to their fixed monthly costs. Corporate expense accounts swallow that easily, but a normal person paying out of pocket has to find that $50 by canceling something else.
The corporate response has already begun. Companies increasingly push annual plans, family accounts, and ecosystem memberships. These aren’t simply pricing experiments. They are attempts to survive in a market where consumers are no longer deciding whether to subscribe, but which subscription deserves a permanent place in their monthly budget. Disney, Warner Bros. Discovery, and telecom providers are packaging their apps together, willingly sacrificing their pricing leverage to recreate the old cable bundle. The goal is no longer maximizing revenue per user, but simply stopping people from hitting the cancel button.
Open that banking app again a year from now. The list of recurring payments will probably be shorter. The companies that remain won’t necessarily be the cheapest or the newest. They will be the ones that convinced you they belonged there.
