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Company focus

Melorra

Why has the average order value for Melorra's customized diamond rings decreased by 20% in the past two weeks?

Prepared by NextSprints

12 mins
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Data Analysis Problem Solving Strategic Thinking E-commerce Luxury Goods Jewelry E-Commerce Data Analysis Root Cause Analysis Customer Behavior Jewelry
Product Management Root Cause Analysis Question: Investigating decrease in average order value for customized diamond rings

Introduction

The recent 20% decrease in average order value (AOV) for Melorra's customized diamond rings over the past two weeks is a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address 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)

  • Looking at the timing, I'm thinking there might be a seasonal trend. Has this decrease coincided with any particular holiday or event?

Why it matters: Seasonal trends can significantly impact purchasing behavior. Expected answer: No specific holiday or event during this period. Impact on approach: If confirmed, we'll focus more on internal factors.

  • Considering the specificity of the product, I'm wondering about recent changes in the customization process. Have there been any updates to the ring customization tool in the past month?

Why it matters: Changes in the customization process could affect user behavior and pricing. Expected answer: A minor update was released three weeks ago. Impact on approach: We'll investigate the impact of this update on user engagement and pricing.

  • Given the focus on AOV, I'm curious about the order volume. Has there been any significant change in the number of orders during this period?

Why it matters: Changes in order volume could indicate shifts in customer behavior or market conditions. Expected answer: Order volume has remained relatively stable. Impact on approach: We'll focus on factors affecting individual order values rather than overall demand.

  • Considering the customized nature of the product, I'm thinking about pricing strategy. Have there been any recent changes in pricing or promotional activities?

Why it matters: Pricing changes could directly impact AOV. Expected answer: No significant changes in pricing or promotions. Impact on approach: We'll investigate other factors affecting customer choices and spending patterns.

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Updated Jan 22, 2025