Why has the average order value for Trouva's home decor items dropped by 15% over the last month?

Introduction

The recent 15% drop in average order value (AOV) for Trouva's home decor items 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 our product strategy.

My analysis will follow a structured framework, beginning with clarifying questions to establish context, followed by a thorough examination of potential external factors. We'll then delve into the product's core value proposition, break down the metric in question, and generate data-driven hypotheses. Through rigorous root cause analysis and validation methods, we'll develop a comprehensive plan to address the issue and prevent future occurrences.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this drop coincided with any particular season or holiday period?

Why it matters: Seasonal trends can significantly impact purchasing behavior. Expected answer: The drop occurred during a typically strong sales period. Impact on approach: If confirmed, we'd need to investigate why this season differed from previous years.

• Considering user segments, I'm curious about the distribution of this drop. Has the decrease been uniform across all customer segments, or are certain groups more affected?

Why it matters: Identifying specific affected segments could point to targeted issues. Expected answer: The drop is more pronounced among occasional buyers. Impact on approach: We'd focus on understanding what's changed for this particular segment.

• Regarding recent changes, have there been any significant updates to the product, UI, or marketing strategies in the past 1-2 months?

Why it matters: Recent changes could directly impact user behavior and purchasing decisions. Expected answer: A new recommendation algorithm was implemented last month. Impact on approach: We'd prioritize analyzing the impact of this new feature on AOV.

• Thinking about the competitive landscape, have there been any notable moves from competitors or new entrants in the home decor space recently?

Why it matters: External market forces could be drawing customers away or influencing pricing expectations. Expected answer: A major competitor launched a aggressive discount campaign. Impact on approach: We'd need to assess our pricing strategy and value proposition in light of competitive pressures.