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Company focus

Liberty IT

Why has Liberty IT's auto insurance quote tool seen a 30% drop in completed applications over the past month?

Prepared by NextSprints

15 mins
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Data Analysis Problem-Solving User Experience Design Insurance Fintech Technology User Experience Data Analysis Root Cause Analysis Product Optimization Insurtech
Product Management Root Cause Analysis Question: Investigating Liberty IT's auto insurance quote tool application decline

Introduction

Liberty IT's auto insurance quote tool has experienced a significant 30% drop in completed applications over the past month, indicating a critical issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic 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 have been a recent product update. Has there been any significant change to the quote tool in the last 1-2 months?

Why it matters: Recent changes could directly impact user experience and completion rates. Expected answer: Yes, there was a UI redesign or No, no major changes. Impact on approach: If yes, we'd focus on the impact of those changes; if no, we'd look at other factors.

  • Considering user segments, I'm curious about the distribution of the drop. Is the 30% decrease uniform across all user segments, or are certain groups more affected?

Why it matters: Helps identify if the issue is universal or specific to certain user types. Expected answer: It's affecting all users equally or It's more pronounced in specific segments. Impact on approach: Uniform impact suggests a system-wide issue, while segmented impact points to user-specific problems.

  • Thinking about the competitive landscape, have there been any significant changes in competitor offerings or marketing strategies recently?

Why it matters: External market factors could be drawing users away from Liberty IT's tool. Expected answer: Yes, a competitor launched a new product or No, the market has been stable. Impact on approach: If yes, we'd need to consider competitive positioning; if no, we'd focus more on internal factors.

  • Considering potential technical issues, have there been any reported errors or performance problems with the quote tool in the past month?

Why it matters: Technical issues could be preventing users from completing applications. Expected answer: Yes, there have been some reported issues or No, the system has been stable. Impact on approach: If yes, we'd prioritize technical investigations; if no, we'd look more at user experience and product design.

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Updated Jan 22, 2025