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Product Management Root Cause Analysis Question: Investigating BIGO Live's sudden drop in daily active users for live streaming
Image of author vinay

Vinay

Updated Dec 5, 2024

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Why has the daily active user count for BIGO Live's live streaming feature dropped by 15% over the past week?

Data Analysis Problem-Solving Strategic Thinking Social Media Entertainment Technology
User Engagement Data Analysis Product Metrics Root Cause Analysis Live Streaming

Introduction

The recent 15% drop in daily active users for BIGO Live's live streaming feature over the past week is a significant concern that requires immediate attention and a thorough root cause analysis. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the underlying factors contributing to this decline. My analysis will cover various aspects, including technical issues, user behavior changes, product modifications, and external influences.

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 specific event or change that triggered this decline. Has there been any recent product update or feature release in the past week?

Why it matters: This could pinpoint a direct cause for the user drop. Expected answer: Yes, a new UI was rolled out last week. Impact on approach: If true, we'd focus on the UI change as a primary factor.

  • Considering user segments, I'm wondering if this decline is uniform across all user groups. Are we seeing a more significant drop in any particular demographic or user type?

Why it matters: It helps identify if the issue is global or specific to certain users. Expected answer: The decline is more pronounced among younger users. Impact on approach: We'd investigate factors specifically affecting younger users.

  • Given the nature of live streaming, I'm curious about content trends. Have there been any notable changes in the type or quality of content being streamed recently?

Why it matters: Content is a key driver for user engagement in live streaming platforms. Expected answer: No significant changes in content trends observed. Impact on approach: We'd shift focus to other factors if content isn't the issue.

  • Thinking about external factors, I'm considering potential competitive moves. Has any major competitor launched a new feature or marketing campaign in the past week?

Why it matters: Competitive actions can significantly impact user behavior. Expected answer: A competitor launched a new interactive feature last week. Impact on approach: We'd analyze the competitive landscape more closely.

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