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Product Management Root Cause Analysis Question: Investigating sudden increase in Jumia's delivery delay support tickets

Asked at Jumia

15 mins

What's causing the sudden 30% increase in customer support tickets related to delivery delays on Jumia?

Data Analysis Problem-Solving Strategic Thinking E-commerce Logistics Retail
Root Cause Analysis Customer Support Delivery Optimization E-Commerce Logistics Jumia

Introduction

The sudden 30% increase in customer support tickets related to delivery delays on Jumia is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the business.

To tackle this problem, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to uncover the underlying factors contributing to the surge in support tickets and propose actionable strategies to resolve the issue.

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 our delivery process. Has there been any significant update to our logistics system or partnerships in the last month?

Why it matters: Recent changes could directly impact delivery performance. Expected answer: Yes, we switched to a new last-mile delivery partner two weeks ago. Impact on approach: If confirmed, we'd focus on investigating the new partnership's performance and integration.

  • Considering the scale of the increase, I'm wondering about the geographical distribution. Are these delays concentrated in specific regions or spread across all areas Jumia serves?

Why it matters: Localized issues might indicate regional problems, while widespread issues suggest systemic challenges. Expected answer: The delays are primarily affecting urban areas in our top three markets. Impact on approach: This would lead us to examine urban-specific factors and potential capacity issues in high-volume areas.

  • Given the nature of e-commerce, I'm curious about any recent spikes in order volume. Have we seen any unusual increases in orders that might be straining our delivery capacity?

Why it matters: Unexpected demand surges could overwhelm our delivery infrastructure. Expected answer: There was a 20% increase in orders due to a major promotional event last week. Impact on approach: We'd need to assess our capacity planning and ability to scale during high-demand periods.

  • Considering the customer journey, I'm wondering about changes in order tracking or communication. Have we recently modified how customers are informed about their delivery status?

Why it matters: Changes in communication could lead to increased inquiries if not clearly conveyed. Expected answer: We implemented a new order tracking system last month. Impact on approach: We'd focus on the user experience of the new system and its integration with our support channels.

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