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Company focus: Swiggy

As a PM at Swiggy, you observed that the number of orders went down by 20% last week as compared to all the weeks before. How would you go about doing the Root Cause Analysis here?

Prepared by NextSprints Report an error

12 mins
Data Analysis Problem Solving Strategic Thinking Food Delivery E-commerce Mobile Apps
Data Analysis Food Delivery Root Cause Analysis Technical Troubleshooting User Behavior
Product Management Root Cause Analysis Question: Investigating sudden order decline in food delivery app

Introduction

At Swiggy, a 20% drop in orders over the past week is a significant issue that demands immediate attention. As a seasoned product leader, I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

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

Why it matters: Seasonal factors can significantly impact food delivery orders. Expected answer: No significant weather changes or local events. Impact on approach: If confirmed, we'll focus more on internal factors.

  • Considering potential system issues, have there been any recent updates to the app or backend systems?

Why it matters: Technical glitches could explain a sudden drop in orders. Expected answer: A minor app update was released two weeks ago. Impact on approach: We'll prioritize investigating the impact of this update.

  • Regarding user segments, has the drop been consistent across all user types or concentrated in specific groups?

Why it matters: Helps identify if the issue is widespread or segment-specific. Expected answer: The drop is more pronounced among occasional users. Impact on approach: We'll focus on understanding what's affecting occasional users.

  • Thinking about competition, have any major competitors launched significant promotions or features recently?

Why it matters: Competitive actions could explain a shift in user behavior. Expected answer: No major competitive moves noted. Impact on approach: We'll prioritize internal factors over market dynamics.

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Updated Dec 5, 2024