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Product Management Root Cause Analysis Question: Investigating sudden increase in Rocket League matchmaking wait times
Image of author vinay

Vinay

Updated Dec 4, 2024

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What factors led to the unexpected 50% increase in matchmaking wait times for Epic Games' Rocket League players?

Data Analysis Problem Solving Technical Understanding Gaming E-sports Online Multiplayer
User Experience Performance Optimization Root Cause Analysis Gaming Industry Matchmaking Algorithms

Introduction

The unexpected 50% increase in matchmaking wait times for Epic Games' Rocket League players presents a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications for the game's 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 there might be a recent change in the matchmaking algorithm. Has there been any recent update to the matchmaking system?

Why it matters: Changes in the algorithm could directly impact wait times. Expected answer: Yes, there was a recent update. Impact on approach: If confirmed, we'd focus on the algorithm changes and their effects.

  • Considering user segments, I'm wondering if this increase is uniform across all player skill levels. Are we seeing different impacts on wait times for different skill tiers?

Why it matters: Uneven impact could indicate issues with specific player pools. Expected answer: The impact varies across skill levels. Impact on approach: We'd investigate factors affecting specific skill tiers.

  • Given the magnitude of the increase, I'm curious about any recent marketing campaigns or events. Has there been any significant influx of new players recently?

Why it matters: A sudden player base increase could strain the matchmaking system. Expected answer: There was a recent free-to-play promotion. Impact on approach: We'd examine how the system handles increased player load.

  • Thinking about technical aspects, I'm concerned about potential server issues. Have there been any reported server problems or maintenance in the affected timeframe?

Why it matters: Server issues could directly impact matchmaking efficiency. Expected answer: No significant server issues reported. Impact on approach: We'd shift focus to other potential causes if server stability is confirmed.

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