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Product Management Root Cause Analysis Question: Investigating sudden drop in Wise mobile app sign-up conversions

Asked at Wise

12 mins

Why has the conversion rate for new customer sign-ups on Wise's mobile app dropped by 15% in the past week?

Data Analysis Problem Solving User Experience Fintech Mobile Banking Digital Payments
Conversion Optimization User Acquisition Fintech Root Cause Analysis Mobile Apps

Introduction

The recent 15% drop in conversion rate for new customer sign-ups on Wise's mobile app is a critical issue that demands immediate attention. As we analyze this product challenge, we'll employ a systematic framework to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Our approach will involve a thorough examination of potential factors, data analysis, and hypothesis generation. We'll prioritize understanding the user journey, breaking down the metric, and formulating data-driven hypotheses. Throughout this process, we'll maintain a focus on actionable insights and measurable outcomes.

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 app update. Has there been any significant changes to the app in the past week or two?

Why it matters: Recent changes could directly impact user experience and conversion rates. Expected answer: Yes, there was an update last week. Impact on approach: If confirmed, we'd focus on changes introduced in the update.

  • Given the specific 15% drop, I'm wondering about our measurement accuracy. Have there been any changes to our analytics setup or data collection methods recently?

Why it matters: Ensures we're addressing a real issue, not a data anomaly. Expected answer: No changes to analytics. Impact on approach: If confirmed, we can rule out measurement issues and focus on actual user behavior changes.

  • Considering user segments, I'm curious if this drop is uniform across all user groups. Do we see any patterns in terms of demographics, geographies, or device types?

Why it matters: Helps narrow down potential causes and target our investigation. Expected answer: The drop is more pronounced in Android users in certain regions. Impact on approach: We'd focus on Android-specific issues and regional factors.

  • Thinking about external factors, have there been any significant competitor actions or market changes in the past week?

Why it matters: External events could influence user behavior and conversion rates. Expected answer: No major competitor actions noted. Impact on approach: If confirmed, we'd focus more on internal factors and user experience issues.

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