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Product Management Root Cause Analysis Question: Investigating PayPal Credit application conversion rate decline

Why has the conversion rate for new PayPal Credit applications dropped 15% in the past month?

Data Analysis Problem Solving Strategic Thinking Fintech E-commerce Digital Payments
User Experience Conversion Optimization Data Analysis Fintech Root Cause Analysis

Introduction

The recent 15% drop in conversion rate for new PayPal Credit applications is a critical issue that demands immediate attention. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address 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 be a recent change in the application process. Has there been any update to the PayPal Credit application flow in the past month?

Why it matters: Recent changes could directly impact user experience and conversion rates. Expected answer: Yes, there was a minor UI update. Impact on approach: If confirmed, we'd focus on analyzing the specific changes and their potential effects.

  • Considering user segments, I'm wondering if this drop is uniform across all user groups. Are we seeing any differences in conversion rates among various user segments (e.g., age groups, new vs. existing PayPal users)?

Why it matters: Identifying affected segments can help pinpoint specific issues or user behaviors. Expected answer: The drop is more pronounced among new PayPal users. Impact on approach: We'd focus on the onboarding experience and potential friction points for new users.

  • Given the significance of the drop, I'm curious about any changes in marketing or promotional activities. Have there been any modifications to our marketing strategies or ongoing promotions for PayPal Credit in the past month?

Why it matters: Changes in marketing can affect the quality and quantity of leads entering the funnel. Expected answer: No significant changes in marketing strategies. Impact on approach: We'd shift focus to internal factors rather than external marketing influences.

  • Considering potential technical issues, I'm wondering about the stability of our systems. Have there been any reported outages, slowdowns, or error rate increases in our application processing systems?

Why it matters: Technical issues can directly impact user experience and conversion rates. Expected answer: No major outages, but there's been a slight increase in error rates. Impact on approach: We'd prioritize investigating the error rate increase and its potential impact on conversions.

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