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Product Management Root Cause Analysis Question: Investigating sudden drop in Angry Birds 2 daily active users
Image of author vinay

Vinay

Updated Nov 25, 2024

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Asked at Rovio

15 mins

Why has the daily active user count for Angry Birds 2 dropped by 15% over the past week?

Data Analysis Problem-Solving Strategic Thinking Mobile Gaming Entertainment Tech
Data Analysis Mobile Gaming User Retention Product Metrics Root Cause Analysis

Introduction

The sudden 15% drop in daily active users (DAU) for Angry Birds 2 over the past week is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the DAU decline.

Framework overview

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

Step 1

Clarifying Questions (3 minutes)

  • Considering the abrupt nature of the decline, I'm wondering about recent changes. Have there been any significant updates or modifications to the game in the past two weeks?

Why it matters: Recent changes could directly impact user engagement. Expected answer: Information about recent updates or lack thereof. Impact on approach: If there were recent changes, we'd focus on those; if not, we'd look at external factors or gradual issues that may have reached a tipping point.

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

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: Breakdown of DAU decline across different user segments. Impact on approach: A segment-specific decline would narrow our focus to particular user groups and their unique characteristics or behaviors.

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

Why it matters: Technical issues can significantly impact user engagement. Expected answer: Information about any technical problems or stability issues. Impact on approach: If technical issues are present, we'd prioritize investigating and resolving these before looking at other factors.

  • Thinking about the competitive landscape, have there been any major releases or promotions from competing games in the past week?

Why it matters: External market factors could be drawing users away. Expected answer: Information about competitor activities. Impact on approach: If significant competitor actions are identified, we'd need to analyze our market positioning and potentially adjust our product strategy.

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