Why has Root Insurance's mobile app experienced a 20% drop in user engagement over the past month?

Introduction

Root Insurance's mobile app has experienced a 20% drop in user engagement over the past month, signaling a critical issue that demands immediate attention. To address this problem, I'll employ a systematic framework to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent app update. Has there been any significant changes to the app in the last 1-2 months?

Why it matters: Recent changes could directly impact user engagement. Expected answer: Yes, there was an update. Impact on approach: If yes, we'd focus on the changes made in that update.

• Considering user segments, I'm wondering if this drop is uniform across all users. Are we seeing any patterns in engagement drop across different user groups (e.g., new vs. existing users, age groups, or geographic locations)?

Why it matters: Helps identify if the issue is global or specific to certain user segments. Expected answer: The drop is more pronounced in existing users. Impact on approach: If segmented, we'd tailor our solutions to the most affected groups.

• Given the nature of insurance apps, I'm curious about seasonal patterns. Is this 20% drop unusual compared to historical data for this time of year?

Why it matters: Helps distinguish between normal fluctuations and actual problems. Expected answer: This drop is abnormal for the season. Impact on approach: If abnormal, we'd focus on recent changes or external factors.

• Thinking about the engagement metric itself, can you confirm what specific actions are included in our definition of "user engagement" for the app?

Why it matters: Ensures we're addressing the right problem and not misinterpreting data. Expected answer: Engagement includes daily active users, session length, and feature usage. Impact on approach: The specific metrics would guide our investigation and solution design.