Product Strategy for an App with High Churn

To address high churn after the first month at Spotify, I would first clarify the definition of churn and segment the data by acquisition channel and user persona. My hypothesis is that new users fail to find immediate value because the algorithm hasn't learned their taste yet, leading to disengagement. I would start by analyzing the Day 1 to Day 30 funnel to identify where engagement drops most sharply. Are users skipping tracks excessively? Do they abandon the app after the first week without creating a playlist? Concurrently, I'd conduct user interviews with churned users to understand if the issue is content relevance, UI complexity, or a lack of social connection. Based on these findings, I would prioritize fixing the 'cold start' problem. A concrete feature improvement would be enhancing the 'Discover Weekly' or 'Daily Mix' generation logic for new users within their first seven days, perhaps by asking more granular preference questions during onboarding rather than just genre selection. Additionally, implementing a proactive re-engagement campaign triggered by low usage in week two could remind users of their favorite artists or new releases. Finally, I would measure success by tracking the 30-day retention rate and average sessions per user over the next quarter. The goal is to shift from generic acquisition to sustainable habit formation by ensuring every new user finds a personalized musical journey immediately.