Why has Zappos.com's average order value for women's boots declined by 20% compared to the same period last year?

Introduction

The decline in Zappos.com's average order value for women's boots by 20% compared to the same period last year is a significant issue that requires thorough investigation. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the business.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this could be a seasonal trend. Has the decline been consistent across all months, or is it more pronounced in certain periods?

Why it matters: Seasonal patterns could indicate external factors rather than internal issues. Expected answer: The decline is consistent across months. Impact on approach: If seasonal, we'd focus on year-over-year comparisons and market trends.

• Considering product mix, I'm wondering if there's been a shift in the types of boots being purchased. Has there been any change in the popularity of different boot styles or price points?

Why it matters: Changes in product mix could explain the average order value decline. Expected answer: There's been a shift towards lower-priced boot styles. Impact on approach: We'd investigate pricing strategy and product positioning.

• Thinking about user behavior, I'm curious if there's been a change in the customer segment making purchases. Has there been any shift in the demographics or purchasing patterns of customers buying women's boots?

Why it matters: Different customer segments may have different spending habits. Expected answer: There's been an increase in younger, more price-sensitive customers. Impact on approach: We'd focus on tailoring marketing and product offerings to different segments.

• Considering recent changes, I'm wondering if there have been any significant updates to the website or mobile app that might affect the browsing or purchasing experience for women's boots?

Why it matters: UX changes could impact customer behavior and purchase decisions. Expected answer: A new recommendation engine was implemented last quarter. Impact on approach: We'd investigate the impact of the new feature on purchase behavior.