How can Krafton enhance its matchmaking system in PUBG: Battlegrounds to reduce wait times and improve player satisfaction?

Introduction

To enhance Krafton's matchmaking system in PUBG: Battlegrounds, reducing wait times and improving player satisfaction, we need to dive deep into the current system, user behavior, and potential areas for improvement. I'll approach this challenge by first clarifying key aspects of the current situation, then analyzing user segments and pain points, generating solutions, and finally proposing a roadmap for implementation and measurement.

Step 1

Clarifying Questions

• Looking at the product context, I'm thinking about the scale and complexity of PUBG's player base. Could you help me understand the current average wait times across different game modes and regions, and how they've trended over the past 6-12 months?

Why it matters: This information will help us identify specific areas where matchmaking improvements are most needed. Expected answer: Wait times vary from 30 seconds to 3 minutes depending on mode and region, with a 20% increase over the last year. Impact on approach: Longer wait times in specific modes or regions would guide our prioritization of improvements.

• Considering user behavior, I'm curious about the relationship between matchmaking speed and player skill levels. Can you share any data on how wait times correlate with player rankings or experience levels?

Why it matters: This insight will help us understand if certain player segments are disproportionately affected by matchmaking issues. Expected answer: Higher-ranked players typically experience longer wait times due to a smaller pool of similarly skilled opponents. Impact on approach: We might need to consider separate strategies for different skill tiers or implement a dynamic matchmaking system.

• Thinking about external factors, I'm wondering about the competitive landscape. How do our matchmaking times and player satisfaction rates compare to our main competitors in the battle royale genre?

Why it matters: This context will help us set appropriate benchmarks and understand player expectations. Expected answer: Our wait times are slightly higher than our main competitors, but our match quality is generally perceived as better. Impact on approach: We might focus on communicating the value of wait time vs. match quality to players while working on incremental improvements.

• Considering the product lifecycle, I'm interested in understanding the current player retention rates and how they correlate with matchmaking experiences. Do we have data on how matchmaking wait times or match quality affect player churn?

Why it matters: This information will help us quantify the potential impact of matchmaking improvements on overall player retention. Expected answer: Players who consistently experience wait times over 2 minutes show a 15% higher churn rate over a 3-month period. Impact on approach: We would prioritize solutions that can quickly reduce wait times for at-risk player segments to improve retention.