Why has the average order value for groceries on Zepto dropped by 15% in the past week?

Introduction

The recent 15% drop in average order value (AOV) for groceries on Zepto over the past week is a significant concern that requires immediate attention and a thorough analysis. As we delve into this issue, we'll employ a systematic approach to identify potential root causes, validate our hypotheses, and develop both short-term and long-term solutions to address this decline in AOV.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this could be a seasonal trend. Has there been any significant change in weather patterns or local events in the past week?

Why it matters: Seasonal factors can greatly influence grocery shopping behavior. Expected answer: No significant weather changes or local events. Impact on approach: If confirmed, we'll focus more on internal factors.

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

Why it matters: Understanding affected segments helps narrow down potential causes. Expected answer: The drop is more significant among frequent users. Impact on approach: We'd prioritize investigating changes affecting loyal customers.

• Regarding recent changes, have there been any updates to the product catalog, pricing strategy, or promotional activities in the past two weeks?

Why it matters: Recent changes could directly impact user behavior and AOV. Expected answer: A new promotional strategy was implemented. Impact on approach: We'd focus on analyzing the impact of this new strategy.

• Thinking about technical aspects, has there been any change in how AOV is calculated or reported in our systems?

Why it matters: Ensures we're not dealing with a data anomaly. Expected answer: No changes to AOV calculation or reporting. Impact on approach: Confirms we're dealing with a real behavioral shift.

• Considering market dynamics, have there been any significant moves by competitors in the past week?

Why it matters: Competitive actions could influence customer behavior. Expected answer: No major competitor actions noted. Impact on approach: We'd focus more on internal factors and user behavior.