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Product Management Root Cause Analysis Question: Investigating Ruggable's outdoor rug average order value decrease
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Nextsprints

Updated Jan 22, 2025

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Why has the average order value for Ruggable's outdoor rug collection decreased by $50 since the start of the summer season?

Data Analysis Hypothesis Testing Problem-Solving Home Decor E-commerce Direct-to-Consumer
E-Commerce Root Cause Analysis Pricing Strategy Seasonal Trends Product Mix

Introduction

The decline in average order value (AOV) for Ruggable's outdoor rug collection by $50 since the start of the summer season is a concerning trend that requires immediate attention. To address this issue, 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 product and 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 this could be a seasonal trend. Has this decrease been observed in previous summer seasons?

Why it matters: Helps distinguish between cyclical patterns and new issues. Expected answer: No, this is a new trend. Impact on approach: If it's new, we'll focus on recent changes or market shifts.

  • Considering product mix, I wonder if there's been a shift in popular rug sizes. Have you noticed any changes in the distribution of rug sizes being purchased?

Why it matters: Changes in size preferences could impact AOV. Expected answer: There's been a slight increase in smaller rug purchases. Impact on approach: We'd investigate factors driving customers towards smaller, less expensive rugs.

  • Thinking about pricing strategy, has there been any recent change in discounting or promotion frequency?

Why it matters: Increased discounts could directly impact AOV. Expected answer: No significant changes in promotional strategy. Impact on approach: We'd look more closely at external factors or product perception issues.

  • Regarding product lineup, have there been any recent additions or removals from the outdoor rug collection?

Why it matters: Changes in product offerings could affect overall AOV. Expected answer: A few new, lower-priced options were introduced. Impact on approach: We'd analyze the impact of these new products on overall sales mix and AOV.

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