Why has Sundae's home offer acceptance rate dropped by 15% over the past month?

Introduction

The recent 15% drop in Sundae's home offer acceptance rate over the past month is a critical issue that demands immediate attention. This decline could significantly impact our business model and customer satisfaction. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Step 1

Clarifying Questions (3 minutes)

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

Why it matters: Seasonal trends can significantly impact real estate decisions. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on adjusting our strategy for specific periods.

• Considering user segments, I'm curious if this drop is uniform across all property types. Have we seen any differences in acceptance rates between, say, single-family homes and condos?

Why it matters: Different property types might be affected by distinct market forces. Expected answer: The drop is relatively uniform across property types. Impact on approach: If varied, we'd tailor our approach to specific property segments.

• Thinking about recent changes, has there been any modification to our offer calculation algorithm or presentation in the last month?

Why it matters: Internal changes could directly impact user perception and decision-making. Expected answer: No significant changes to the offer system. Impact on approach: If changes were made, we'd focus on reverting or optimizing those specific alterations.

• Regarding market conditions, have we observed any significant shifts in local real estate markets where we operate?

Why it matters: External market forces could be driving the decline in acceptance rates. Expected answer: Some markets have seen increased competition. Impact on approach: If market-specific, we'd need to adjust our strategy for different regions.

• Considering user feedback, have we noticed any change in the sentiment or specific complaints from users who declined offers recently?

Why it matters: Direct user feedback can provide invaluable insights into the root cause. Expected answer: Some increase in complaints about offer amounts. Impact on approach: If feedback has changed, we'd prioritize addressing those specific concerns.