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Product Management Root Cause Analysis Question: Investigating decline in daily active users for a transportation app's route planning feature
Image of author vinay

Vinay

Updated Nov 25, 2024

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Why has the daily active user count for GoMetro's route planning feature dropped by 15% over the past week?

Data Analysis Problem-Solving Strategic Thinking Transportation Mobile Apps Urban Planning
User Engagement Data Analysis Root Cause Analysis Transportation Apps

Introduction

The recent 15% drop in daily active users for GoMetro's route planning feature is a concerning trend that requires immediate attention. As we delve into this issue, we'll employ a systematic approach to identify, validate, and address 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 seasonal factor at play. Has there been any significant change in weather patterns or local events that could affect commuting behavior?

Why it matters: Seasonal changes can greatly impact travel patterns. Expected answer: No major weather changes or events. Impact on approach: If confirmed, we'll focus more on internal factors.

  • Considering user segments, I'm curious about the distribution of the drop. Is the 15% decrease uniform across all user groups, or is it more pronounced in specific segments?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The drop is more significant among frequent users. Impact on approach: We'd prioritize investigating features used by frequent users.

  • Thinking about recent updates, have there been any changes to the app or backend systems in the past two weeks that might coincide with this drop?

Why it matters: Recent changes are often culprits in sudden metric shifts. Expected answer: A minor update was pushed last week. Impact on approach: We'd scrutinize the update's impact on user experience.

  • Regarding data integrity, I'm wondering if there have been any changes to how we track or define daily active users for this feature?

Why it matters: Ensures we're not dealing with a measurement issue. Expected answer: No changes to tracking or definitions. Impact on approach: If confirmed, we'll focus on actual usage patterns rather than measurement discrepancies.

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