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martinkrizan.com / aarrr / habit-forming-loops

AARRRRetention

Habit-forming loops (digests, notifications)

Recurring reasons to come back, driven by digests or notifications rather than a one-off push.

Mechanisms — a weekly summary, a notification about a teammate's activity — that nudge users toward a regular return visit.

Why this ring

A strong lever, but easy to overdo into notification fatigue — needs careful tuning of frequency and relevance.

SaaS fit

Strongest for collaborative/team products where there's real "activity by others" worth reporting.

How to apply it

When to apply: The product has regularly changing content or activity worth surfacing (team activity, new data, results).

First steps: Start with one digest (a weekly summary) with clear value, give users an easy way to reduce frequency, and watch unsubscribe/mute rate.

Pitfalls: Piling on more notifications without watching fatigue leads users to mute everything at once, including the useful ones.

Metrics to watch: Open/click rate over time (not just once), share of users who disable notifications, return visits after a digest.

Resources

Who does it well

  • SlackUnread badges and activity notifications are a textbook habit-loop trigger for team products.
  • NotionWeekly digest emails summarizing workspace activity are a standard re-engagement pattern teams copy.