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Product Management Root Cause Analysis Question: Investigating sudden drop in Depop's new user sign-ups

Asked at Depop

15 mins

Why has the number of new user sign-ups for Depop dropped by 30% in the past week?

Data Analysis Problem Solving Strategic Thinking E-commerce Social Commerce Fashion Tech
E-Commerce User Acquisition Root Cause Analysis Technical Troubleshooting Onboarding Optimization

Introduction

The sudden 30% drop in new user sign-ups for Depop 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)

  • Looking at the timing, I'm thinking there might be a recent change in the app or marketing strategy. Has there been any significant update or campaign launched in the past week?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, we launched a new onboarding flow last week. Impact on approach: If true, we'd focus on analyzing the new onboarding process and its potential friction points.

  • Considering user segments, I'm curious about the distribution of this drop. Is the 30% decrease uniform across all user demographics and regions?

Why it matters: Uneven distribution could point to localized issues or specific user group challenges. Expected answer: The drop is more pronounced in the 18-24 age group and in urban areas. Impact on approach: We'd prioritize investigating factors affecting young urban users if this is the case.

  • Given the nature of Depop's platform, I'm wondering about any changes in the competitive landscape. Have any major competitors launched new features or promotions recently?

Why it matters: Competitive actions can significantly impact user acquisition. Expected answer: A major competitor introduced a no-fee promotion for new sellers last week. Impact on approach: If true, we'd need to assess our value proposition and potentially adjust our marketing strategy.

  • Thinking about technical aspects, I'm concerned about potential issues with our sign-up funnel. Have there been any reported errors or unusual patterns in our sign-up process analytics?

Why it matters: Technical glitches can severely impact user acquisition. Expected answer: There have been intermittent server timeouts during peak hours. Impact on approach: This would shift our focus to technical troubleshooting and infrastructure scaling.

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