Introduction
The sudden 30% decrease in agent lead requests through Zillow's Premier Agent program this quarter is a critical issue that demands immediate attention. As we analyze this product challenge, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications.
Our approach will involve a thorough examination of internal and external factors, data analysis, and hypothesis generation. We'll prioritize understanding the user journey, breaking down the metric, and formulating data-driven hypotheses. Throughout this process, we'll maintain a focus on actionable insights and strategic solutions.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal trends could explain fluctuations in lead requests. Expected answer: Yes, it has been compared, and the decrease is still significant. Impact on approach: If seasonal, we'd focus on year-over-year comparisons rather than quarter-over-quarter.
Why it matters: Recent changes could directly impact user behavior and lead requests. Expected answer: There were minor UI updates, but no major changes to the program. Impact on approach: If changes occurred, we'd investigate their specific impact on lead generation.
Why it matters: Identifying affected segments could point to specific issues or user needs. Expected answer: The decrease is more pronounced among newer agents and in urban areas. Impact on approach: We'd tailor our investigation and solutions to the most affected segments.
Why it matters: Technical issues could directly impact the number of lead requests processed. Expected answer: No major technical issues have been reported. Impact on approach: If technical problems exist, we'd prioritize system stability and performance improvements.
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