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Product Management Root Cause Analysis Question: Investigating decline in Fanatics jersey customization orders
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Nextsprints

Updated Jan 22, 2025

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Why has Fanatics's jersey customization service seen a 30% drop in orders over the past month?

Problem Solving Data Analysis User Experience Optimization E-commerce Sports Apparel Customization Services
User Experience E-Commerce Data Analysis Root Cause Analysis Sports Merchandise

Introduction

Fanatics's jersey customization service has experienced a significant 30% drop in orders over the past month, indicating a critical issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for the business.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Considering the timing, I'm wondering if there have been any recent changes to the customization process. Have there been any updates to the customization interface or backend systems in the last 1-2 months?

Why it matters: Recent changes could directly impact user experience and order completion rates. Expected answer: Yes, there was a recent update to the customization interface. Impact on approach: If confirmed, we'd focus on analyzing the impact of these changes on user behavior and conversion rates.

  • Looking at the order funnel, I'm curious about where exactly we're seeing the drop-off. At which stage of the customization process are we losing customers?

Why it matters: Identifying the specific pain point in the user journey is crucial for targeted problem-solving. Expected answer: The drop-off is occurring primarily at the design preview stage. Impact on approach: This would guide our focus towards improving the design preview functionality and user experience.

  • Considering potential external factors, has there been any significant change in marketing campaigns or traffic sources driving users to the customization service?

Why it matters: Changes in traffic quality or volume could explain the drop in orders. Expected answer: No major changes in marketing efforts or traffic sources. Impact on approach: If confirmed, we'd shift our focus more towards internal factors and user experience issues.

  • Given the nature of sports merchandise, I'm wondering about the seasonality of jersey sales. Are we comparing this month's performance to the same month last year, and how does it align with major sports seasons?

Why it matters: Seasonal fluctuations could explain some of the order volume changes. Expected answer: The 30% drop is compared to the same month last year, accounting for seasonality. Impact on approach: If seasonality is accounted for, we'd focus more on recent changes or issues rather than cyclical patterns.

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