What factors are contributing to the recent 15% decrease in average order value for Faire's home decor category?

Introduction

The recent 15% decrease in average order value for Faire's home decor category 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 business.

Step 1

Clarifying Questions (3 minutes)

• Considering the specificity of the decline, I'm wondering about the timeframe. Has this 15% decrease occurred over the past quarter, or is it a more recent trend?

Why it matters: Understanding the timeline helps identify potential correlations with specific events or changes. Expected answer: The decline has been observed over the past month. Impact on approach: A shorter timeframe might indicate a more acute issue requiring immediate action.

• Given that this is specifically affecting the home decor category, I'm curious about other product categories. Have you noticed similar trends in other categories, or is this isolated to home decor?

Why it matters: This helps determine if the issue is category-specific or indicative of a broader problem. Expected answer: Other categories have remained stable. Impact on approach: If isolated, we'd focus on home decor-specific factors; if widespread, we'd consider company-wide issues.

• Thinking about potential system changes, have there been any recent updates to the product listing, search algorithms, or pricing strategies for home decor items?

Why it matters: Technical changes could directly impact user behavior and purchasing decisions. Expected answer: A new recommendation algorithm was implemented two weeks ago. Impact on approach: This would shift our focus to the algorithm's impact on product visibility and user engagement.

• Considering external factors, has there been any significant shift in the competitive landscape for home decor products recently?

Why it matters: Competitive pressures could be driving customers to alternatives. Expected answer: A major competitor launched a promotional campaign last month. Impact on approach: We'd need to analyze our pricing and value proposition relative to competitors.