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Product Management Root Cause Analysis Question: Investigating sudden drop in CarDekho app's daily active users
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Nextsprints

Updated Jan 22, 2025

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How can we explain the 40% decrease in daily active users for CarDekho's mobile app during the past two weeks?

Data Analysis Problem Solving User Behavior Understanding Automotive E-commerce Mobile Apps
Data Analysis User Retention Root Cause Analysis Mobile Apps Automotive Tech

Introduction

The sudden 40% decrease in daily active users for CarDekho's mobile app over the past two weeks is a critical issue that demands immediate attention. This significant drop in user engagement could have far-reaching consequences for the platform's overall health and business objectives. To address this challenge, 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 there might be a recent app update. Has there been any significant changes or updates to the app in the last month?

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 analyzing the changes in that update.

  • Considering user segments, I'm curious about the distribution of the decrease. Is the 40% drop uniform across all user segments, or are certain groups more affected?

Why it matters: This helps identify if the issue is global or specific to certain user types. Expected answer: The decrease is more pronounced among older users. Impact on approach: We'd investigate features or changes that might disproportionately affect older users.

  • Given the nature of CarDekho's business, I'm wondering about seasonal trends. Are we comparing this period to a historically high-traffic time last year?

Why it matters: Seasonal fluctuations could explain some of the decrease. Expected answer: No, this period is typically stable for car browsing. Impact on approach: We'd rule out seasonality and focus on other factors.

  • Thinking about external factors, have there been any significant changes in the automotive market or economy in the past month?

Why it matters: External market conditions could influence user behavior. Expected answer: No major market shifts, but there's been some negative press about car prices. Impact on approach: We'd consider how market sentiment might be affecting app usage.

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