What factors are causing the sudden increase in abandoned transactions on Loft's online mortgage application platform this quarter?

Introduction

The sudden increase in abandoned transactions on Loft's online mortgage application platform this quarter is a critical issue that demands immediate attention. As we delve into this product execution problem, I'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

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 significant update to the mortgage application flow in the past quarter?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a redesign of the income verification step. Impact on approach: If confirmed, we'd focus on that specific step in the user journey.

• Considering user segments, I'm curious about the distribution of abandonments. Are we seeing this increase across all user types, or is it concentrated in specific segments?

Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: The increase is more pronounced among first-time homebuyers. Impact on approach: We'd tailor our solution to address the needs of first-time buyers specifically.

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

Why it matters: External factors could be driving user behavior changes. Expected answer: Interest rates have increased slightly, but no major policy changes. Impact on approach: We'd need to consider how to communicate rate changes effectively in the application process.

• Thinking about system performance, I'm concerned about potential technical issues. Have there been any reported increases in error rates or page load times during the application process?

Why it matters: Technical problems could be frustrating users and causing abandonments. Expected answer: There have been intermittent slowdowns during peak hours. Impact on approach: We'd prioritize investigating and resolving performance issues.