Why has Zulily's average order value for women's clothing declined by 10% compared to the same quarter last year?

Introduction

Zulily's 10% decline in average order value (AOV) for women's clothing compared to the same quarter 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 e-commerce platform.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has there been any shift in the typical seasonal patterns for women's clothing purchases on Zulily?

Why it matters: Seasonal changes could explain the AOV decline and help us determine if this is a cyclical issue or a more persistent problem. Expected answer: No significant changes in seasonal patterns observed. Impact on approach: If seasonal patterns have changed, we'd need to adjust our benchmarks and expectations accordingly.

• Considering the specificity of the decline, I'm wondering about potential changes in product mix. Has there been any significant shift in the types or brands of women's clothing offered on Zulily during this period?

Why it matters: Changes in product offerings could directly impact AOV, especially if there's been a shift towards lower-priced items. Expected answer: Some new brands introduced, but no major overhaul of the product mix. Impact on approach: If there have been significant changes, we'd need to analyze the performance of new vs. existing product lines.

• Thinking about user behavior, I'm curious about any changes in discount strategies or promotional activities. Have there been any notable changes in how Zulily has been pricing or promoting women's clothing items?

Why it matters: Pricing and promotional strategies directly influence purchasing decisions and could explain the AOV decline. Expected answer: Standard promotional calendar maintained, but with some experimentation in discount levels. Impact on approach: If promotional strategies have changed, we'd need to evaluate their impact on AOV and overall revenue.

• Considering potential technical issues, I'm wondering about the stability of our tracking and reporting systems. Can we confirm that there haven't been any changes in how AOV is calculated or reported for women's clothing?

Why it matters: Technical issues or changes in measurement could lead to misinterpretation of the data. Expected answer: No changes in AOV calculation or reporting methods. Impact on approach: If there have been changes, we'd need to recalibrate our analysis based on the new measurement standards.