2 February 2026 · Metrics

Why DAU misleads subscription apps

Daily active users are easy to plot and easy to celebrate. For a product that bills monthly, they are often a story about onboarding week, not about the business.

Laptop showing a dense data table

A subscription audio app in one of our case studies watched DAU rise for a fortnight after a notification experiment. Billing-retained accounts did not move. Pause and win-back were not even in the same dashboard. The Friday review congratulated the experiment; finance asked, the following month, why recognised revenue was flat.

DAU counts presence. Subscription health counts a relationship with a payment instrument, a pause state, and a habit that may be weekly rather than daily. A meditation app that is used well three times a week can look “worse” than a noisy news app that is opened every morning and immediately abandoned.

What we ask leadership pairs to pick instead

In North Star without theatre we do not ban DAU; we demote it. The candidate that usually survives is some version of “accounts in good standing who completed the core loop in the last 28 days.” It is uglier to say. It cannot be gamed with a badge that forces an open.

You still need a daily pulse for operations — crashes, send volume, checkout errors. Pulse metrics are not north stars. Mixing them is how a company ends up optimising the graph that is easiest to screenshot.

If your board pack leads with DAU, try moving it to the appendix for one quarter. The argument that follows is the actual measurement work.

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