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Product Management Root Cause Analysis Question: Investigating sudden drop in Zego e-scooter insurance app users

Asked at Zego

15 mins

Why has the number of active riders using Zego's e-scooter insurance app dropped by 30% in the last month?

Data Analysis Problem Solving Strategic Thinking Insurance Mobility Technology
User Retention Root Cause Analysis Mobile Apps Insurtech E-Mobility

Introduction

The sudden 30% drop in active riders using Zego's e-scooter insurance app is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, validate hypotheses, and propose targeted solutions to address the decline in user engagement.

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 drop coincided with any particular weather changes or events?

Why it matters: Seasonal trends can significantly impact e-scooter usage. Expected answer: Possible correlation with colder weather or increased rainfall. Impact on approach: If confirmed, we'd need to consider weather-resistant strategies.

  • Considering user segments, I'm curious about the demographics affected. Has the drop been uniform across all user groups, or are certain segments more impacted?

Why it matters: Identifying specific affected groups can pinpoint targeted issues. Expected answer: Possibly higher impact on casual riders or specific age groups. Impact on approach: Would focus on tailoring solutions to the most affected segments.

  • Regarding recent changes, have there been any updates to the app or insurance policies in the last month?

Why it matters: Recent changes could directly correlate with the drop in active users. Expected answer: Possible app update or policy change implementation. Impact on approach: Would investigate the impact of specific changes on user behavior.

  • Thinking about competitive landscape, have any new players entered the market or existing competitors made significant changes?

Why it matters: External market forces could be drawing users away. Expected answer: Possible new entrant or competitor offering more attractive terms. Impact on approach: Would necessitate a competitive analysis and potential product repositioning.

  • Considering data integrity, has there been any change in how active riders are measured or tracked?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement, but good to confirm. Impact on approach: If changed, would need to recalibrate our analysis based on new metrics.

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