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Product Management Root Cause Analysis Question: Gymshark leggings conversion rate drop investigation

Why has the conversion rate for Gymshark's new seamless leggings dropped by 15% in the past month?

Data Analysis Problem-Solving User Experience Design E-commerce Fitness Apparel
User Experience E-Commerce Conversion Optimization Root Cause Analysis Performance

Introduction

The recent 15% drop in conversion rate for Gymshark's new seamless leggings is a concerning trend that requires immediate attention. As we dive into this product root cause analysis, we'll systematically explore potential factors contributing to this decline, validate our hypotheses, and develop a comprehensive plan to address 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 seasonal effect. Has this drop coincided with any particular season or event?

Why it matters: Seasonal trends can significantly impact purchasing behavior. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on adjusting marketing strategies.

  • Considering user segments, I'm curious about the demographics affected. Has the drop been consistent across all user groups or more pronounced in specific segments?

Why it matters: Different segments may respond differently to product changes. Expected answer: The drop is more significant in the 18-25 age group. Impact on approach: We'd tailor our solution to address the needs of this specific demographic.

  • Thinking about recent changes, have there been any updates to the product page, pricing, or marketing campaigns in the past month?

Why it matters: Recent changes could directly impact conversion rates. Expected answer: A new product page design was implemented three weeks ago. Impact on approach: We'd focus on analyzing the impact of the new design on user behavior.

  • Considering technical aspects, has there been any change in how conversion rates are measured or any known issues with tracking systems?

Why it matters: Ensures we're working with accurate data. Expected answer: No changes in measurement or known tracking issues. Impact on approach: We'd rule out technical measurement problems and focus on actual conversion issues.

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