The Data-Driven Advantage: A Practical Guide to Optimizing VR Games with Analytics
Discover how a strategic approach to analytics can move beyond “macro KPIs” and unlock actionable, game-specific insights that improve retention and overall product health.
In this Meta Horizon Start session, Chong Ahn (Head of Games Growth & Monetization, Meta Reality Labs) explains how to:
- Build metrics that map directly to your game design (not just DAU/retention averages)
- Use player segmentation to understand different cohorts (new vs. veteran, spender vs. free, etc.)
- Identify “why” behind player outcomes by asking the right questions (success/failure rate, matchmaking balance, map routing, causes of death, and more)
- Turn findings into concrete gameplay adjustments that measurably shift outcomes
The session includes a case study from the VR extraction shooter Contractors, showing how focusing on early-match success (and diagnosing bot difficulty + map routing issues) can significantly improve new player outcomes and long-term retention.
This session was recorded in March 2026 as part of the Meta Horizon Start program.
🎬 CHAPTERS
👋 INTRODUCTION
00:00 - Introduction: Leveraging VR Games with Analytics
00:13 - The Importance of a Robust Analytics Pipeline
01:00 - Moving Beyond Standard KPIs to Tailored Metrics
01:43 - Foundations for Understanding Player Segments
02:44 - Case Study: New Player Segments in Extraction Games
04:25 - Aligning Data with Game Design and Business Health
06:00 - Case Study: Analyzing Retention in Contractors
08:03 - Identifying Issues in the New Player Funnel
09:22 - Investigating Player Causes
10:18 - Impact of Optimizing Bot Lethality and Map Routing
11:51 - Combining Adjustments for Significant Extraction Rate Increases
13:06 - Net Impact Summary: Increased Matches, Minutes, and Retention
14:02 - Building a Robust Data Pipeline Infrastructure
15:47 - Cost vs. Customization in Analytics Services
📚 RESOURCES
➡️ Meta Horizon Developer Forum: https://communityforums.atmeta.com/category/horizon-developer-forum
➡️ Developers Blog: https://developers.meta.com/resources/blog/
➡️ Meta Quest Developer Hub: https://developers.meta.com/horizon/documentation/unity/ts-mqdh/
🔗 CONNECT WITH US
Sign up to get the latest news from Meta Horizon: https://developers.meta.com/horizon/newsletter
💡 LEARN ABOUT THE META HORIZON START PROGRAM
The Meta Horizon Start program provides intermediate and advanced developers with hands-on support and expert guidance to accelerate app development. Join a thriving community to access the tools and go-to-market resources you need to successfully deploy and grow your app on Meta Horizon OS.
Apply to Start today: https://developers.meta.com/horizon/discover/programs/start
