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Product Management Root Cause Analysis Question: Investigating sudden drop in mobile app daily active users
Image of author vinay

Vinay

Updated Nov 19, 2024

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Why has the daily active user count for SystemOne's mobile app dropped by 15% over the past week?

Data Analysis Problem Solving Strategic Thinking Mobile Apps SaaS Analytics
User Engagement Data Analysis Product Metrics Root Cause Analysis Mobile Apps

Introduction

The sudden 15% drop in daily active users for SystemOne's mobile app over the past week is a critical issue that demands immediate attention. This significant decline in user engagement could have far-reaching consequences for the product's success and the company's bottom line. To address this problem effectively, we'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a recent app update. Has there been any significant release or change to the app in the past 1-2 weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was an update. Impact on approach: If yes, we'll focus on the update's features and potential bugs.

  • Considering user segments, I'm curious about the distribution of the drop. Is the 15% decrease uniform across all user segments, or are certain groups more affected?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The drop is more pronounced in certain segments. Impact on approach: If segmented, we'll prioritize investigating those specific user groups.

  • Given the metric specificity, I'm wondering about the definition of daily active users. Has there been any recent change in how we measure or define DAU?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No change in DAU definition. Impact on approach: If changed, we'd need to recalibrate our analysis based on the new definition.

  • Considering potential technical issues, have there been any reported server outages or performance degradation in the past week?

Why it matters: Technical issues can directly impact user engagement. Expected answer: No major reported issues. Impact on approach: If yes, we'd prioritize technical root causes in our analysis.

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