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Product Management Root Cause Analysis Question: Investigating sudden drop in Unity AR Foundation plugin users
Image of author vinay

Vinay

Updated Dec 2, 2024

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What caused the sudden 20% drop in daily active users for Unity's AR Foundation plugin last month?

Data Analysis Problem Solving Technical Understanding Gaming Augmented Reality Software Development
User Retention Root Cause Analysis Technical Troubleshooting Unity AR Development

Introduction

The sudden 20% drop in daily active users for Unity's AR Foundation plugin last month is a critical issue that demands immediate attention and thorough analysis. As we delve into this problem, 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 correlation with a recent update. Has there been any significant change to the AR Foundation plugin or Unity engine in the past 1-2 months?

Why it matters: Recent changes often trigger unexpected user behavior or technical issues. Expected answer: Yes, there was a major update to AR Foundation. Impact on approach: If confirmed, we'd focus on regression testing and compatibility issues.

  • Considering user segments, I'm curious about the distribution of the drop. Is the 20% decrease uniform across all user types, or are certain segments more affected?

Why it matters: Helps identify if the issue is universal or specific to certain use cases or user groups. Expected answer: The drop is more pronounced among enterprise users. Impact on approach: We'd prioritize investigating enterprise-specific features or workflows.

  • Given the plugin's dependency on device capabilities, I'm wondering about hardware factors. Have there been any recent major mobile OS updates that might affect AR functionality?

Why it matters: OS changes can significantly impact AR performance and compatibility. Expected answer: iOS and Android both released updates with AR-related changes. Impact on approach: We'd need to investigate compatibility issues with new OS versions.

  • Thinking about external factors, has there been any shift in the competitive landscape or marketing efforts for AR development tools?

Why it matters: Market dynamics can influence developer choices and adoption rates. Expected answer: A competitor launched a new AR development tool with aggressive marketing. Impact on approach: We'd need to consider both technical and market positioning factors.

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