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Product Management Root Cause Analysis Question: Investigating Farm Heroes Saga in-app purchase decline

Asked at King

15 mins

Why did in-app purchases for Farm Heroes Saga decrease by 15% this month compared to last month?

Data Analysis Problem Solving Strategic Thinking Mobile Gaming Free-to-Play Entertainment
Data Analysis Mobile Gaming Monetization Root Cause Analysis User Behavior

Introduction

The sudden 15% decrease in in-app purchases for Farm Heroes Saga this month is a critical issue that demands immediate attention. As we dive into this analysis, we'll systematically explore potential causes, validate hypotheses, and develop a comprehensive plan to 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 component. Has this decrease coincided with any particular events or time of year?

Why it matters: Seasonal trends can significantly impact user behavior and spending patterns. Expected answer: No significant seasonal events noted. Impact on approach: If seasonal, we'd focus on historical data and cyclical patterns.

  • Considering user segments, I'm curious if this decrease is uniform across all user types. Have you noticed any particular user segments more affected than others?

Why it matters: Different user segments may react differently to changes or issues. Expected answer: The decrease is more pronounced in mid-tier spenders. Impact on approach: We'd focus on understanding what's changed for this specific user segment.

  • Thinking about recent changes, have there been any updates to the game, payment systems, or marketing strategies in the past month?

Why it matters: Recent changes could directly impact user behavior and purchasing patterns. Expected answer: A minor UI update was implemented two weeks ago. Impact on approach: We'd investigate if this update correlates with the decrease in purchases.

  • Considering the competitive landscape, have there been any significant moves from competitors or changes in the mobile gaming market recently?

Why it matters: External market forces can influence user engagement and spending. Expected answer: No major competitor actions noted. Impact on approach: If competitive factors are at play, we'd need to consider market positioning strategies.

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