Why has the average order value for Gelato's canvas prints decreased by 15% compared to the previous quarter?

Introduction

The 15% decrease in average order value for Gelato's canvas prints compared to the previous 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 and long-term implications for the product and business.

Step 1

Clarifying Questions (3 minutes)

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

Why it matters: Seasonal patterns could explain the fluctuation and inform our approach. Expected answer: No, this decrease is unusual for this time of year. Impact on approach: If seasonal, we'd focus on year-over-year comparisons; if not, we'd investigate recent changes.

• Considering user segments, I'm curious about the distribution of this decrease. Is the 15% drop consistent across all customer types, or is it more pronounced in specific segments?

Why it matters: Identifying affected segments helps narrow down potential causes. Expected answer: The decrease is more significant among new customers. Impact on approach: We'd focus on recent changes affecting new user acquisition or onboarding.

• Thinking about recent changes, have there been any updates to the canvas print product line or pricing structure in the last quarter?

Why it matters: Product or pricing changes could directly impact average order value. Expected answer: Yes, we introduced a new, lower-priced canvas option. Impact on approach: We'd analyze the impact of this new option on overall product mix and pricing strategy.

• Considering technical factors, has there been any change in how average order value is calculated or reported?

Why it matters: Ensures we're comparing apples to apples and not chasing a data anomaly. Expected answer: No changes in calculation methods or reporting systems. Impact on approach: If changed, we'd focus on data integrity; if not, we'd look at actual business factors.