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Product Management Root Cause Analysis Question: Investigating Waymo app's ride booking interface satisfaction decline
Image of author vinay

Vinay

Updated Dec 3, 2024

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Asked at Waymo

15 mins

Why has user satisfaction with the Waymo app's ride booking interface decreased from 4.5 to 3.8 stars over the last quarter?

Data Analysis Problem Solving User Experience Design Autonomous Vehicles Ride-hailing Mobile Apps
User Experience Product Analytics Root Cause Analysis Autonomous Vehicles App Performance

Introduction

The recent decline in user satisfaction with Waymo's ride booking interface, from 4.5 to 3.8 stars over the last quarter, is a critical issue that demands immediate attention. This drop in ratings could significantly impact user retention, acquisition, and overall brand perception. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term strategies to improve the user experience.

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 have been a recent app update. Has there been any significant changes to the app's UI or functionality in the last quarter?

Why it matters: Recent changes could directly correlate with the drop in satisfaction. Expected answer: Yes, there was a major UI overhaul. Impact on approach: If confirmed, we'd focus on specific UI elements and user feedback related to the changes.

  • Considering user segments, I'm curious about the distribution of ratings. Are we seeing a uniform decrease across all user groups, or is it more pronounced in specific segments?

Why it matters: This helps identify if the issue is universal or specific to certain user types. Expected answer: The decrease is more significant among frequent users. Impact on approach: We'd prioritize investigating the needs and pain points of frequent users.

  • Given the nature of Waymo's service, I'm wondering about any changes in the actual ride experience. Have there been any alterations to the fleet or ride policies that might indirectly affect app satisfaction?

Why it matters: App satisfaction could be a proxy for overall service satisfaction. Expected answer: No significant changes to the ride experience itself. Impact on approach: We'd focus more on app-specific issues rather than broader service concerns.

  • Thinking about external factors, has there been any significant increase in competition or changes in the market landscape during this period?

Why it matters: External pressures could influence user expectations and satisfaction. Expected answer: A new competitor entered the market with a highly user-friendly app. Impact on approach: We'd need to benchmark our app against the competition and identify areas for improvement.

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