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Product Management Root Cause Analysis Question: Investigating sudden increase in order tracking support tickets for an e-commerce platform
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Vinay

Updated Nov 19, 2024

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What's causing the sudden 30% increase in customer support tickets related to order tracking on Sociolla?

Problem-Solving Data Analysis Customer Experience E-commerce Beauty and Personal Care Logistics
E-Commerce Data Analysis Root Cause Analysis Customer Support Order Tracking

Introduction

The sudden 30% increase in customer support tickets related to order tracking on Sociolla is a critical issue that demands immediate attention. This surge in support requests not only impacts customer satisfaction but also strains our support resources and potentially signals underlying problems in our order fulfillment process. 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 improvements.

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 order tracking system. Has there been any update to our tracking functionality or user interface in the past month?

Why it matters: Recent changes often correlate with sudden spikes in support tickets. Expected answer: Yes, we updated the tracking UI two weeks ago. Impact on approach: If confirmed, we'd focus on UI/UX issues and potential bugs in the new system.

  • Considering user segments, I'm curious about the distribution of these tickets. Are we seeing this increase across all customer types, or is it concentrated in a specific segment?

Why it matters: Helps identify if the issue is universal or specific to certain user groups. Expected answer: The increase is primarily from new customers. Impact on approach: If true, we'd investigate onboarding processes and first-time user experience.

  • Regarding the nature of the tickets, I'm wondering about the specific issues being reported. What are the top 3 complaints or questions in these order tracking tickets?

Why it matters: Pinpoints the exact problems users are facing. Expected answer: Delayed updates, missing tracking numbers, and confusing status messages. Impact on approach: Would guide our technical investigation and potential quick fixes.

  • Thinking about our logistics, has there been any change in our shipping partners or processes recently?

Why it matters: External factors could be contributing to the tracking issues. Expected answer: We've onboarded a new shipping partner last month. Impact on approach: If confirmed, we'd need to investigate integration issues and partner performance.

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