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Product Management Root Cause Analysis Question: Investigating sudden decrease in Twitch channel subscriptions

Asked at Twitch

15 mins

What caused the sudden 30% decrease in channel subscriptions for partnered streamers on Twitch last week?

Data Analysis Problem Solving Strategic Thinking Streaming Gaming Digital Entertainment
User Retention Metrics Analysis Root Cause Analysis Technical Troubleshooting Streaming Platforms

Introduction

The sudden 30% decrease in channel subscriptions for partnered streamers on Twitch last week is a critical issue that demands immediate attention. This significant drop in a key performance metric could have far-reaching implications for Twitch's ecosystem, affecting streamer income, platform revenue, and user engagement. To address this complex problem, I'll employ a systematic approach to identify, validate, and resolve 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 this could be related to a recent platform update. Has Twitch rolled out any significant changes to the subscription system or user interface in the past two weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, a new subscription UI was implemented. Impact on approach: If true, we'd focus on UI/UX issues; if not, we'd look at other factors.

  • Considering the scale of the decrease, I'm wondering about potential technical issues. Have there been any reported outages or performance problems on the platform recently?

Why it matters: Technical issues can directly impact user behavior and metrics. Expected answer: No major outages, but some users reported slow loading times. Impact on approach: If confirmed, we'd prioritize technical investigations; otherwise, we'd focus more on user behavior or external factors.

  • Given the specificity to partnered streamers, I'm curious about any changes in partner policies. Have there been any recent adjustments to the partner program or subscription revenue sharing?

Why it matters: Policy changes can significantly affect streamer and viewer behavior. Expected answer: No recent changes to partner policies. Impact on approach: If changes occurred, we'd examine policy impact; if not, we'd look at other factors specific to partnered channels.

  • Considering potential external factors, I'm thinking about competitor actions. Has any major competing platform launched new features or promotions that might draw users away from Twitch?

Why it matters: Competitive actions can influence user behavior across platforms. Expected answer: YouTube Gaming introduced a new subscription model last month. Impact on approach: If true, we'd analyze competitive impact; if not, we'd focus more on internal factors.

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