For Skillz's cash tournaments, how should we weigh implementing stricter anti-cheating measures versus maintaining a frictionless user experience for honest players?

Introduction

The trade-off between implementing stricter anti-cheating measures and maintaining a frictionless user experience for honest players in Skillz's cash tournaments is a critical challenge. This scenario involves balancing the integrity of the platform with user satisfaction and engagement. I'll analyze this trade-off by examining the product context, potential impacts, key metrics, and experimental approaches to inform a strategic recommendation.

Step 1

Clarifying Questions (3 minutes)

• Context: I'm assuming Skillz is experiencing an increase in cheating incidents. Could you provide more details on the current anti-cheating measures and their effectiveness?

Why it matters: Helps understand the severity of the problem and existing solutions Expected answer: Current measures are moderately effective but struggling with sophisticated cheaters Impact on approach: Would influence the urgency and extent of new measures needed

• Business Context: Based on Skillz's revenue model, I imagine cash tournaments are a significant revenue driver. How much of the company's revenue comes from these tournaments, and how has cheating impacted this?

Why it matters: Helps quantify the business impact of cheating Expected answer: Cash tournaments contribute 70% of revenue, with a 5% decrease due to cheating Impact on approach: Would justify more aggressive anti-cheating measures if revenue impact is high

• User Impact: I'm thinking honest players might be experiencing frustration due to cheaters. What percentage of our user base has reported issues related to cheating?

Why it matters: Helps gauge the scale of the problem from a user perspective Expected answer: 15-20% of active users have reported cheating-related issues Impact on approach: Would influence the balance between user experience and anti-cheating measures

• Technical: Considering the need for real-time monitoring, what are our current technical capabilities for detecting and preventing cheating during live gameplay?

Why it matters: Helps understand the feasibility of implementing stricter measures Expected answer: Current system can detect basic cheating patterns but struggles with more sophisticated methods Impact on approach: Would inform the complexity and timeline of potential solutions

• Resource: Given the importance of this issue, I'm assuming it's a high priority. What resources (team, budget) are available for addressing this challenge?

Why it matters: Helps determine the scope and scale of potential solutions Expected answer: Dedicated team of 5 engineers and a $500K budget for the next quarter Impact on approach: Would influence the ambition and timeline of proposed solutions