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Product Management Root Cause Analysis Question: Investigating declining customer satisfaction for Flixbus luggage storage service

Why has customer satisfaction for Flixbus's luggage storage service declined from 4.2 to 3.5 stars in the past quarter?

Problem-Solving Data Analysis Customer Experience Transportation Travel Technology
Data Analysis Root Cause Analysis Travel Tech Customer Satisfaction Service Optimization

Introduction

The decline in customer satisfaction for Flixbus's luggage storage service from 4.2 to 3.5 stars in the past quarter is a significant issue that requires immediate attention. This drop in rating could impact customer loyalty, brand reputation, and ultimately, the company's bottom line. To address this problem, I'll employ a systematic approach to identify the root cause, validate our findings, and develop 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 there might be a seasonal factor. Has this decline coincided with any particular travel season or holiday period?

Why it matters: Seasonal patterns could explain temporary fluctuations in service quality. Expected answer: Yes, it coincides with the summer travel peak. Impact on approach: If seasonal, we'd focus on scaling solutions for high-demand periods.

  • Considering potential changes, have there been any recent updates to the luggage storage system or policies?

Why it matters: Recent changes could directly impact user experience. Expected answer: A new automated storage system was implemented last month. Impact on approach: We'd investigate the new system's performance and user adoption.

  • Regarding user segments, are we seeing this decline across all customer types or is it more pronounced in specific groups?

Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: The decline is more significant among business travelers. Impact on approach: We'd tailor solutions to address the needs of the most affected segments.

  • Thinking about external factors, has there been any change in competitor offerings or market conditions?

Why it matters: External pressures could be driving customer expectations. Expected answer: A competitor recently launched a premium luggage service. Impact on approach: We'd consider how to differentiate or improve our offering in response.

  • Considering measurement accuracy, has there been any change in how we collect or calculate customer satisfaction data?

Why it matters: Ensures the observed decline is real and not a data artifact. Expected answer: No changes in measurement methodology. Impact on approach: Confirms we need to focus on actual service issues rather than data collection problems.

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