Introduction
The recent 20% decline in click-through rates for realtor.com's "Find an Agent" feature following a website update is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the problem.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Understanding the changes helps pinpoint potential causes. Expected answer: List of UI/UX modifications, feature additions, or backend changes. Impact on approach: Directs focus to specific areas affected by the update.
Why it matters: Identifies if the issue is global or specific to certain users. Expected answer: Breakdown of CTR changes across user segments. Impact on approach: Helps tailor solutions to affected segments.
Why it matters: Ensures the observed decline is not due to measurement errors. Expected answer: Confirmation of consistent measurement methods. Impact on approach: Rules out data collection issues as a cause.
Why it matters: Helps distinguish between internal and external causes. Expected answer: Overview of market conditions and competitor activities. Impact on approach: Determines the need to factor in external influences.
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