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Product Management Root Cause Analysis Question: Investigating sudden increase in Fanatics NFL hat returns
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Nextsprints

Updated Jan 22, 2025

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What factors are contributing to the sudden 50% increase in returns for Fanatics's NFL team hats in the last two weeks?

Data Analysis Problem-Solving Strategic Thinking E-commerce Sports Merchandise Retail
E-Commerce Data Analysis Root Cause Analysis Product Quality Customer Behavior

Introduction

The sudden 50% increase in returns for Fanatics's NFL team hats over the last two weeks is a critical issue that demands immediate attention. This unexpected surge in returns not only impacts revenue but also raises concerns about product quality, customer satisfaction, and potential brand damage. To address this complex problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while 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 seasonal factor at play. Has there been any significant change in NFL events or schedules in the past two weeks?

Why it matters: Seasonal trends could explain sudden shifts in return rates. Expected answer: No major changes in NFL schedules. Impact on approach: If confirmed, we'd need to look more closely at product-specific issues.

  • Considering the specificity of the problem, I'm wondering about product quality. Have there been any changes in manufacturing processes or suppliers for these NFL team hats recently?

Why it matters: Quality issues often lead to increased returns. Expected answer: No known changes in manufacturing or suppliers. Impact on approach: If there were changes, we'd focus on quality control and supplier management.

  • Given the magnitude of the increase, I'm curious about our return policy. Has there been any recent change in our return policy or how it's communicated to customers?

Why it matters: Policy changes can significantly impact return behavior. Expected answer: No recent changes to return policy. Impact on approach: If changed, we'd need to reassess the policy and its communication.

  • Thinking about customer feedback, have we seen any specific complaints or issues mentioned repeatedly in return reasons or customer service interactions?

Why it matters: Direct customer feedback can quickly pinpoint issues. Expected answer: Some increase in complaints about fit or design. Impact on approach: This would guide us to focus on product design and sizing issues.

  • Considering potential technical issues, has there been any recent update to our e-commerce platform or product pages that might affect how hats are displayed or described?

Why it matters: Technical glitches can lead to mismatched expectations and increased returns. Expected answer: Minor updates to product pages, no major changes. Impact on approach: If confirmed, we'd need to investigate the impact of these updates on customer perception and purchase decisions.

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