Why has Blend (Financial Software)'s mortgage application completion rate dropped by 15% over the past month?

Introduction

The recent 15% drop in Blend's mortgage application completion rate 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 internal and external factors, data analysis, hypothesis generation, and validation. We'll conclude with a clear action plan to resolve the issue and prevent future occurrences.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent product update. Has there been any significant change to the mortgage application flow in the past month?

Why it matters: Recent changes could directly impact user experience and completion rates. Expected answer: Yes, there was a UI refresh two weeks ago. Impact on approach: If confirmed, we'd focus on analyzing the changes and their potential effects on user behavior.

• Considering user segments, I'm wondering if this drop is uniform across all user types. Are we seeing any differences in completion rates between first-time homebuyers and repeat applicants?

Why it matters: Different user segments may be affected differently, helping us narrow down the issue. Expected answer: First-time homebuyers seem more affected. Impact on approach: We'd investigate why new users are struggling more and consider targeted improvements.

• Given the current market conditions, I'm curious about external factors. Have there been any significant changes in interest rates or lending policies in the past month?

Why it matters: External market factors can greatly influence mortgage application behavior. Expected answer: Interest rates have remained stable, but there's been discussion about potential policy changes. Impact on approach: If confirmed, we'd need to consider how to better communicate market conditions to users throughout the application process.

• Thinking about system performance, I'm concerned about potential technical issues. Have we observed any unusual patterns in error rates or system downtime recently?

Why it matters: Technical problems could directly impact user ability to complete applications. Expected answer: There have been intermittent slowdowns during peak hours. Impact on approach: We'd prioritize investigating and resolving any performance bottlenecks.