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Company focus

Doma

What factors are contributing to the 15% drop in Doma's refinance order volume since last month?

Prepared by NextSprints

12 mins
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Data Analysis Problem-Solving Market Understanding Fintech Mortgage Industry Real Estate Technology Data Analysis Product Metrics Root Cause Analysis Customer Journey Refinance Market
Product Management Root Cause Analysis Question: Investigating decline in refinance order volume for Doma

Introduction

The 15% drop in Doma's refinance order volume since last month is a significant concern that requires immediate attention and a thorough root cause analysis. As we delve into this issue, we'll systematically examine various factors that could be contributing to this decline, considering both internal and external influences on our refinance business.

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 seasonal component. Has this drop coincided with any typical seasonal patterns in the refinance market?

Why it matters: Seasonal trends could explain the volume decrease and inform our response strategy. Expected answer: No significant seasonal pattern at this time of year. Impact on approach: If seasonal, we'd focus on adjusting forecasts; if not, we'd investigate other factors more deeply.

  • Considering recent market changes, have there been any significant interest rate fluctuations in the past month?

Why it matters: Interest rates directly impact refinance attractiveness for homeowners. Expected answer: Yes, a slight increase in interest rates. Impact on approach: If rates have increased, we'd need to assess our pricing strategy and marketing messaging.

  • Thinking about our user segments, has the drop been consistent across all customer types, or are we seeing more significant declines in specific groups?

Why it matters: Identifying affected segments helps target our investigation and solutions. Expected answer: The decline is more pronounced in first-time refinancers. Impact on approach: We'd focus on understanding and addressing the needs of this particular segment.

  • Reflecting on our product, have we implemented any significant changes to our refinance process or user interface in the last month?

Why it matters: Recent changes could have unintended consequences on user behavior. Expected answer: A minor update to the application form was released. Impact on approach: We'd scrutinize the impact of this change on user experience and conversion rates.

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Updated Jan 22, 2025