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Product Management Root Cause Analysis Question: Investigating Etsy's handmade jewelry conversion rate decline

Asked at Etsy

12 mins

Why has the conversion rate for handmade jewelry listings on Etsy dropped 15% in the past month?

Data Analysis Problem Solving Strategic Thinking E-commerce Handmade Goods Online Marketplaces
E-Commerce Conversion Optimization Marketplace Root Cause Analysis Algorithm Impact

Introduction

The recent 15% drop in conversion rate for handmade jewelry listings on Etsy is a concerning trend that requires immediate attention. As we dive into this product issue, I'll employ a systematic framework to identify, validate, and address 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 component. Has this drop coincided with any particular holiday or shopping season?

Why it matters: Seasonal trends can significantly impact conversion rates. Expected answer: No specific seasonal correlation identified. Impact on approach: If seasonal, we'd focus on year-over-year comparisons.

  • Considering user segments, I'm curious if this drop is uniform across all seller categories. Are we seeing any differences between new and established sellers?

Why it matters: Helps identify if the issue is systemic or specific to certain groups. Expected answer: The drop is more pronounced among newer sellers. Impact on approach: We'd investigate onboarding and support for new sellers.

  • Given the specificity of the drop, I'm wondering about recent changes. Have there been any updates to the search algorithm or listing display in the past month?

Why it matters: Recent changes could directly impact visibility and conversion. Expected answer: A minor update to search rankings was implemented. Impact on approach: We'd focus on the impact of this update on jewelry listings.

  • Thinking about the broader market, has there been any significant shift in competitor activity or marketing spend in the handmade jewelry space?

Why it matters: External market forces could be drawing potential buyers away. Expected answer: No notable changes in competitor landscape. Impact on approach: We'd focus more on internal factors if external remain stable.

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