← The NotebookRetention · Issue No. 1

Downloads don’t matter until day 7 does

If people leave in their first week, more installs only make the leak bigger. The one number I check first.

When growth feels slow, the first instinct is to get more installs: more ads, more posts, more launches. Before spending a cent, check one number: how many new users are still active on day 7?

Why day 7

Day 1 tells you whether your onboarding works. Day 30 tells you whether your product works. Day 7 sits in between, and it’s early enough to act on. For a subscription app it also lines up with most trials, so it predicts revenue better than any download chart.

How to read it

Look at your day-7 retention by weekly cohort: all the users who installed in the same week. A single average hides too much. You want to see whether each new week does better than the last, and whether a release or a channel changed it.

  • If it’s rising week after week, your product changes are working. Now more installs will pay off.
  • If it’s flat, more installs will bring more of the same. Fix the first week first.
  • If one channel’s cohorts are much lower, that channel is bringing the wrong people.

Where the first week usually leaks

  1. Too much before the first win. Every screen before something useful happens costs you people.
  2. No reason to come back tomorrow. A reminder, a streak or a saved result gives people a reason to open the app again.
  3. The wrong promise. If the ad or the store listing promised something the app doesn’t do first, people leave fast.

More installs into a leaky first week is the most expensive way to grow.


Try this week: pull day-7 retention for your last eight weekly cohorts. Put them in a row. The trend tells you whether to spend on growth or on the product.