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Product Management Root Cause Analysis Question: Investigating sudden drop in iQiyi mobile app daily active users

Asked at iQiyi

15 mins

Why has the daily active user count for iQiyi's mobile app dropped 15% over the past week?

Data Analysis Problem Solving Strategic Thinking Streaming Media Entertainment Technology
User Engagement Data Analysis Root Cause Analysis Streaming Services Mobile Apps

Introduction

The sudden 15% drop in daily active users for iQiyi's mobile app over the past week is a critical issue that demands immediate attention. As we analyze this product challenge, we'll employ a systematic framework to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Our approach will involve a thorough examination of internal and external factors, data analysis, hypothesis generation, and validation. We'll also develop a comprehensive plan to resolve the issue and prevent similar occurrences in the future.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Given the sudden drop, I'm wondering about recent app updates. Has there been a major release or update to the iQiyi app in the past week or two?

Why it matters: Recent changes could directly impact user experience and engagement. Expected answer: Yes, there was an update two weeks ago. Impact on approach: If confirmed, we'd focus on changes introduced in the update.

  • Considering user segments, I'm curious about the distribution of the drop. Is the 15% decrease uniform across all user segments, or are certain groups more affected?

Why it matters: Helps identify if the issue is widespread or specific to certain user types. Expected answer: The drop is more pronounced among younger users. Impact on approach: We'd investigate features or content popular with younger demographics.

  • Looking at external factors, have there been any significant changes in the competitive landscape recently?

Why it matters: Competitor actions could be drawing users away from iQiyi. Expected answer: A major competitor launched a new feature last week. Impact on approach: We'd analyze the competitor's offering and our relative market position.

  • Regarding technical performance, have there been any reported issues with app stability or streaming quality in the past week?

Why it matters: Technical problems could lead to user frustration and decreased engagement. Expected answer: There have been some reports of buffering issues. Impact on approach: We'd prioritize technical investigation and performance optimization.

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