Why has the average order value for Postmates's alcohol delivery service declined by $10 in the past quarter?

Introduction

The decline in average order value (AOV) for Postmates's alcohol delivery service by $10 in the past quarter 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 product and business.

To tackle this problem, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to provide a comprehensive analysis that not only addresses the immediate concern but also sets the stage for long-term product success.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this decline coincided with any particular season or event?

Why it matters: Seasonal trends can significantly impact alcohol consumption patterns. Expected answer: The decline started in early summer. Impact on approach: If confirmed, we'd need to compare year-over-year data to isolate seasonal effects.

• Considering user segments, I'm curious about the distribution of this decline. Is the $10 decrease consistent across all user groups, or are certain segments more affected?

Why it matters: Understanding which users are most impacted helps focus our investigation and potential solutions. Expected answer: The decline is more pronounced among occasional users. Impact on approach: We'd need to dive deeper into the behavior changes of occasional users.

• Thinking about recent changes, have there been any significant updates to the product, pricing, or selection in the past quarter?

Why it matters: Product changes can directly impact user behavior and order values. Expected answer: A new UI for alcohol selection was implemented. Impact on approach: We'd need to analyze how this UI change might have affected user purchase decisions.

• Considering market dynamics, has there been any notable shift in competitor offerings or pricing strategies?

Why it matters: Competitive pressures can influence user behavior and pricing sensitivity. Expected answer: A new competitor entered the market with aggressive promotions. Impact on approach: We'd need to assess our pricing and promotion strategies in light of increased competition.