What factors are contributing to the decline in average order value for Groupon's local deals category this quarter?

Introduction

The decline in average order value (AOV) for Groupon's local deals category this quarter 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 fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonality at play. Has this decline been observed in previous years during the same quarter?

Why it matters: Seasonal patterns could explain the decline and inform our approach. Expected answer: No, this decline is unique to this quarter. Impact on approach: If seasonal, we'd focus on optimizing for the season; if not, we'd investigate other factors.

• Considering user segments, I'm curious about the distribution of the decline. Is the AOV decrease uniform across all user segments or more pronounced in specific groups?

Why it matters: Identifying affected segments helps target our investigation and solutions. Expected answer: The decline is more significant among new users. Impact on approach: We'd focus on onboarding and first-time user experience if new users are more affected.

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

Why it matters: Recent changes could directly impact AOV and provide a clear starting point for investigation. Expected answer: A new deal recommendation algorithm was implemented last month. Impact on approach: We'd prioritize analyzing the new algorithm's performance and its impact on deal visibility and selection.

• Considering external factors, has there been any notable shift in the competitive landscape or economic conditions affecting consumer spending?

Why it matters: External factors could explain the AOV decline and require different strategic responses. Expected answer: No significant changes in the competitive landscape or economic conditions. Impact on approach: We'd focus more on internal factors if external conditions remain stable.