Why has the average time to close for Sundae's off-market property sales increased from 21 to 35 days this quarter?

Introduction

The increase in average time to close for Sundae's off-market property sales from 21 to 35 days this quarter is a significant shift that warrants thorough investigation. This analysis will systematically identify potential root causes, validate hypotheses, and propose solutions to address this critical metric decline.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this increase coincided with any particular season or market trend?

Why it matters: Seasonal patterns could explain temporary fluctuations. Expected answer: No significant seasonal correlation observed. Impact on approach: If seasonal, we'd focus on cyclical strategies; if not, we'll investigate internal factors more deeply.

• Considering user segments, I'm curious if this increase is uniform across all property types. Are we seeing differences in time-to-close between, say, single-family homes versus multi-unit properties?

Why it matters: Segment-specific issues may require targeted solutions. Expected answer: The increase is relatively uniform across property types. Impact on approach: Uniform increase suggests a systemic issue rather than segment-specific problems.

• Thinking about recent changes, have there been any significant updates to the platform or process in the last quarter that might explain this shift?

Why it matters: Recent changes often correlate with performance shifts. Expected answer: A new valuation algorithm was implemented last month. Impact on approach: If recent changes are identified, we'll focus on their impact and potential rollback or optimization.

• Regarding market conditions, has there been any notable change in the volume or quality of properties listed on the platform during this period?

Why it matters: Supply changes can significantly impact closing times. Expected answer: Slight decrease in listing volume, but quality remains consistent. Impact on approach: If supply issues are detected, we'll explore strategies to stimulate listings or optimize existing inventory.