How can we explain the recent 25% decline in lead generation from Habi's virtual home tours feature compared to last year?

Introduction

The recent 25% decline in lead generation from Habi's virtual home tours feature compared to last year is a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for our product strategy.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonality at play. Has this 25% decline been consistent across all months, or is it more pronounced in certain periods?

Why it matters: Seasonal patterns could indicate external factors rather than product issues. Expected answer: The decline has been relatively consistent. Impact on approach: If seasonal, we'd focus on year-over-year comparisons and market trends.

• Considering user segments, I'm curious about the distribution of this decline. Are we seeing a uniform 25% drop across all user types, or is it more severe in specific segments?

Why it matters: Segment-specific issues might point to targeted problems or changes in user behavior. Expected answer: The decline is more pronounced in first-time homebuyers. Impact on approach: We'd investigate factors specifically affecting this segment, like UI changes or market conditions.

• Thinking about recent changes, have there been any significant updates to the virtual tour feature or related systems in the past year?

Why it matters: Product changes could directly impact user engagement and lead generation. Expected answer: A new UI was implemented six months ago. Impact on approach: We'd focus on before-and-after analysis of the UI change and its impact on user behavior.

• Regarding measurement accuracy, has there been any change in how we define or track leads from virtual tours?

Why it matters: Metric definition changes could explain the apparent decline without actual performance issues. Expected answer: No changes in lead definition or tracking. Impact on approach: We'd rule out measurement issues and focus on actual performance factors.