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Product Management Root Cause Analysis Question: DiDi food delivery customer satisfaction decline investigation

Asked at DiDi

15 mins

Why has the customer satisfaction rating for DiDi's food delivery service declined from 4.5 to 3.8 stars over the past quarter?

Data Analysis Problem Solving Strategic Thinking Food Delivery Ride-Sharing E-commerce
User Retention Food Delivery Root Cause Analysis Competitive Strategy Customer Satisfaction

Introduction

The decline in DiDi's food delivery service customer satisfaction rating from 4.5 to 3.8 stars over the past quarter is a significant issue that requires immediate attention. This drop in customer satisfaction could have far-reaching consequences for DiDi's market position and long-term growth. To address this problem, I'll employ a systematic approach to identify, validate, and address the root cause while considering both immediate and long-term implications.

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 there might be seasonal factors at play. Has there been any significant change in order volume or patterns compared to the same quarter last year?

Why it matters: Seasonal fluctuations could explain temporary satisfaction dips. Expected answer: Order volumes are consistent with last year's trends. Impact on approach: If seasonal, we'd focus on adapting to known cyclical challenges.

  • Considering the magnitude of the drop, I'm wondering about recent product changes. Have there been any major updates to the app or service offerings in the past quarter?

Why it matters: New features or changes could be causing user friction. Expected answer: A new UI was rolled out two months ago. Impact on approach: If confirmed, we'd prioritize usability testing and user feedback analysis.

  • Given the competitive nature of food delivery, I'm curious about market dynamics. Has there been any significant change in competitor offerings or market share recently?

Why it matters: External pressures could be driving user expectations. Expected answer: A new competitor entered with aggressive promotions. Impact on approach: We'd need to assess our value proposition and pricing strategy.

  • Thinking about operational efficiency, I'm interested in delivery performance. Has there been any notable change in average delivery times or order accuracy?

Why it matters: Core service metrics directly impact satisfaction. Expected answer: Delivery times have increased by 10% on average. Impact on approach: We'd focus on optimizing logistics and partner relationships.

  • Considering the broad impact, I'm curious about user segments. Is the satisfaction decline uniform across all user groups, or are certain segments more affected?

Why it matters: Targeted solutions may be needed for specific user groups. Expected answer: Frequent users show a sharper decline in satisfaction. Impact on approach: We'd prioritize retention strategies for high-value customers.

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