Why has Evidation Health's Achievement app seen a 15% drop in daily active users over the past month?

Introduction

The Achievement app by Evidation Health has experienced a 15% drop in daily active users over the past month, signaling a significant issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for the product.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this drop coincided with any major holidays or events?

Why it matters: Seasonal trends can significantly impact user behavior and app usage. Expected answer: No major holidays or events during this period. Impact on approach: If confirmed, we'll focus more on internal factors and recent changes.

• Considering user segments, I'm wondering if this drop is uniform across all user groups. Have you noticed any particular demographic or user type more affected than others?

Why it matters: Identifying specific affected groups can help narrow down potential causes. Expected answer: The drop is more pronounced among users aged 25-34. Impact on approach: We'll investigate factors that might specifically impact this age group.

• Regarding recent changes, I'm curious if there have been any updates to the app or changes in reward structures recently. Have any significant product or system changes been implemented in the past 1-2 months?

Why it matters: Recent changes often correlate with shifts in user behavior. Expected answer: A new update was rolled out 6 weeks ago with UI changes. Impact on approach: We'll closely examine the impact of these UI changes on user engagement.

• Thinking about external factors, I'm considering if there have been any changes in the competitive landscape. Have any major competitors launched new features or marketing campaigns recently?

Why it matters: Competitive pressures can influence user retention and engagement. Expected answer: No significant competitor activities noted. Impact on approach: We'll focus more on internal factors and user experience issues.