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Product Management Root Cause Analysis Question: Jumia mobile app conversion rate drop investigation

Asked at Jumia

12 mins

Why has the conversion rate for mobile app purchases on Jumia dropped 15% in the last week?

Data Analysis Problem Solving Strategic Thinking E-commerce Mobile Apps Fintech
User Experience E-Commerce Root Cause Analysis Payment Systems Mobile Conversion

Introduction

The recent 15% drop in mobile app purchase conversion rates on Jumia is a critical issue that demands immediate attention. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the root cause, 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 to the app in the last week or two?

Why it matters: Recent changes could directly impact user experience and conversion rates. Expected answer: Yes, there was an update to the checkout process. Impact on approach: If confirmed, we'd focus on the new checkout flow and user feedback.

  • Considering user segments, I'm wondering if this drop is uniform across all user groups. Are we seeing any patterns in terms of user demographics or device types?

Why it matters: Helps identify if the issue is global or specific to certain user segments. Expected answer: The drop is more pronounced among Android users and first-time buyers. Impact on approach: We'd prioritize investigating Android-specific issues and the new user onboarding process.

  • Given the sudden drop, I'm curious about any external events. Have there been any significant market changes or competitor actions in the past week?

Why it matters: External factors could explain the conversion rate drop. Expected answer: No major market changes, but a competitor launched a promotional campaign. Impact on approach: We'd analyze the competitor's offer and our market positioning.

  • Considering potential technical issues, has there been any reported downtime or performance degradation in our payment systems?

Why it matters: Technical issues could directly impact purchase completions. Expected answer: No major outages, but there have been intermittent slowdowns. Impact on approach: We'd investigate the payment system's performance and its impact on user experience.

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