Improving Facebook’s DAU
Question: How can you improve Facebook’s DAU?
Recall: The GAME Framework
The GAME framework helps structure thinking around user growth and engagement:
- Goals – Define what DAU means and what’s driving it.
- Actions – Identify key user behaviors that increase daily usage.
- Metrics – Measure those behaviors and segment usage trends.
- Evaluate – Design and test interventions for sustainable impact.
Step 1: Goals
The goal is to increase the number of unique users who return daily to Facebook. Daily Active Users (DAU) is a core health metric that reflects habitual use, content relevance, and user satisfaction.
You want to drive DAU not through gimmicks, but by enhancing long-term retention and product value.
Step 2: Actions
Behaviors that drive daily usage include:
- Passive consumption: scrolling the feed, watching stories or videos
- Social triggers: responding to comments, messages, tags, or friend requests
- Creation and contribution: posting stories, sharing content, reacting to updates
- Notification-driven re-engagement: responding to nudges or reminders
Improving DAU involves reinforcing these loops, especially for users at risk of churn.
Step 3: Metrics
Track:
- DAU segmented by user cohort, platform (iOS/Android/Web), and region
- Frequency of core actions per user (e.g. messages sent, stories viewed)
- Push notification CTRs and time to return after notification
- D1, D7, D30 retention (especially new user onboarding)
- % of DAUs who perform a high-engagement action
- Churn or inactivity rate among previously active users
Step 4: Evaluate
To improve DAU, focus on low-effort, high-impact experiments like:
- Better onboarding flows to ensure new users understand key features
- Smart notification systems personalized to user interests and time zones
- Surfacing relevant friend activity, e.g. “3 friends posted a story” nudges
- Highlighting unfinished engagement loops, like unread messages or pending friend requests
Run A/B tests to validate interventions and monitor for quality trade-offs, such as over-notification fatigue or increased bounce rate.
Long-term DAU growth is best driven by increasing the value users get each day—whether that’s meaningful connections, relevant content, or frictionless interaction.