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Product Management Root Cause Analysis Question: Investigating sudden drop in Baidu Maps daily active users

Asked at Baidu

12 mins

What caused the 15% drop in daily active users for Baidu Maps last week?

Data Analysis Problem-Solving Strategic Thinking Technology Navigation Mobile Apps
Data Analysis User Retention Root Cause Analysis Mobile Apps Navigation

Introduction

A 15% drop in daily active users for Baidu Maps last week is a significant issue that requires immediate attention and thorough analysis. As we dive into this problem, we'll follow a structured approach to identify the root cause, validate our hypotheses, and develop both short-term and long-term solutions.

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 sudden drop, I'm wondering about recent changes. Have there been any significant updates or releases to Baidu Maps in the past two weeks?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, a new UI was rolled out. Impact on approach: If confirmed, we'd focus on UI-related issues.

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

Why it matters: Helps identify if the issue is widespread or segment-specific. Expected answer: The drop is more pronounced among older users. Impact on approach: We'd investigate usability issues for older demographics.

  • Thinking about external factors, I'm interested in competitor actions. Has any major competitor launched a significant feature or marketing campaign recently?

Why it matters: Competitive pressure could explain user migration. Expected answer: No major competitor actions noted. Impact on approach: We'd focus more on internal factors if confirmed.

  • Regarding system performance, I'm wondering about any backend issues. Have there been any reported server outages or significant performance degradation?

Why it matters: Technical issues could directly impact user engagement. Expected answer: Some intermittent server issues were reported. Impact on approach: We'd prioritize technical stability in our investigation.

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