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Company focus

Policybazaar

Why has the average session duration on Policybazaar's health insurance comparison tool declined by 20% since the latest app update?

Prepared by NextSprints

15 mins
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Data Analysis Problem-Solving User Experience InsurTech FinTech E-commerce User Engagement Product Analytics Root Cause Analysis InsurTech App Performance
Product Management Root Cause Analysis Question: Investigating declining user engagement in insurance comparison app

Introduction

The recent 20% decline in average session duration on Policybazaar's health insurance comparison tool following the latest app update is a critical issue that demands immediate attention. This metric directly impacts user engagement and potentially conversion rates, making it essential to identify and address the root cause promptly. I'll approach this analysis systematically, focusing on data-driven insights and strategic problem-solving to uncover the underlying factors and develop effective solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Given the timing, I'm thinking the app update might be directly related. Could you confirm when exactly the update was released and if the decline started immediately after?

Why it matters: Establishes a clear timeline for investigation. Expected answer: Update released on [specific date], decline observed within [timeframe]. Impact on approach: Narrow focus on changes made in that specific update.

  • I'm curious about the nature of the update. Were there any significant UI/UX changes or new features introduced in this version?

Why it matters: Helps identify potential user experience issues. Expected answer: Details on major changes in the update. Impact on approach: Focus on specific features or design elements that might affect user behavior.

  • Considering user segments, has this decline been uniform across all user groups or more pronounced in certain demographics?

Why it matters: Identifies if the issue is global or specific to certain user types. Expected answer: Breakdown of impact across different user segments. Impact on approach: Tailor investigation and solutions to most affected groups.

  • I'm wondering about any changes in the competitive landscape. Have there been any significant moves by competitors or new entrants in the market recently?

Why it matters: Assesses external factors that might influence user behavior. Expected answer: Information on recent competitor activities or market changes. Impact on approach: Consider competitive analysis in the root cause investigation.

  • Regarding system performance, have there been any reported issues with app stability or loading times since the update?

Why it matters: Rules out technical issues as a primary cause. Expected answer: Data on app performance metrics post-update. Impact on approach: Prioritize technical investigation if performance issues are confirmed.

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Updated Jan 22, 2025