Why has the average order value for fresh produce on BigBasket dropped 15% this month compared to last month?

Introduction

The recent 15% drop in average order value for fresh produce on BigBasket 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 business.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has there been any significant change in the availability or pricing of certain popular produce items compared to last month?

Why it matters: Seasonal fluctuations can greatly impact fresh produce pricing and availability. Expected answer: Some seasonal changes in produce availability, but nothing out of the ordinary. Impact on approach: If confirmed, we'd need to look beyond seasonality for the root cause.

• Considering user behavior, I'm curious about any changes in order frequency. Has there been a shift in how often customers are placing orders for fresh produce?

Why it matters: Changes in order frequency could indicate shifts in customer behavior or competing alternatives. Expected answer: Order frequency has remained relatively stable. Impact on approach: If frequency is stable, we'd focus more on order composition or pricing factors.

• Thinking about recent product changes, have there been any updates to the app's UI/UX, particularly in how fresh produce is displayed or recommended?

Why it matters: UI/UX changes can significantly impact user behavior and purchase decisions. Expected answer: No major UI/UX changes in the past month. Impact on approach: If confirmed, we'd need to look at other factors affecting user decision-making.

• Considering potential technical issues, has there been any change in how average order value is calculated or reported in our systems?

Why it matters: Ensures we're working with accurate data and not chasing a phantom problem. Expected answer: No changes to calculation methods or reporting systems. Impact on approach: If confirmed, we can confidently focus on actual business and user behavior factors.