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

Vinay

Updated Nov 27, 2024

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Asked at Ring

15 mins

Why are we seeing a 20% decrease in Ring app daily active users over the past week?

Data Analysis Problem Solving User Behavior Understanding Smart Home IoT Home Security
User Engagement Root Cause Analysis IoT Smart Home App Analytics

Introduction

A 20% decrease in Ring app daily active users over the past week is a significant issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the Ring product ecosystem.

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 this could be related to a recent app update. Has there been any significant app release or update in the last 1-2 weeks?

Why it matters: Recent changes often correlate with user behavior shifts. Expected answer: Yes, there was an update. Impact on approach: If yes, we'd focus on changes in that update.

  • Considering user segments, I'm wondering if this decrease is uniform across all user types. Are we seeing similar drops across different user segments (e.g., new vs. long-term users, iOS vs. Android)?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The decrease varies across segments. Impact on approach: If varied, we'd investigate segment-specific factors.

  • Given the suddenness of the drop, I'm curious about any external events. Have there been any security incidents, negative press, or competitor actions in the past week?

Why it matters: External factors can significantly impact user trust and engagement. Expected answer: No major external events. Impact on approach: If yes, we'd need to address reputation management.

  • Thinking about system health, I'm concerned about potential technical issues. Have we observed any unusual spikes in app crashes, slow load times, or server errors?

Why it matters: Technical problems often lead to decreased usage. Expected answer: Some increase in technical issues. Impact on approach: If yes, we'd prioritize technical root cause analysis.

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