Introduction
Ralph Lauren's e-commerce conversion rate for men's fragrances has plummeted from 3.5% to 2.1% in just two weeks. This significant drop demands immediate attention and a thorough investigation. I'll approach this issue systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term strategies to address the problem.
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: Helps distinguish between a fragrance-specific issue and broader trends. Expected answer: No significant changes in other categories. Impact on approach: If confirmed, we'll focus more on fragrance-specific factors.
Why it matters: Rules out system-related causes. Expected answer: No major technical changes implemented. Impact on approach: If changes occurred, we'd prioritize technical investigation.
Why it matters: Identifies potential UX-related causes. Expected answer: Minor updates to product pages were made. Impact on approach: We'd focus on analyzing the impact of these specific changes.
Why it matters: Helps identify supply or pricing-related issues. Expected answer: No major changes in inventory or pricing. Impact on approach: If changes occurred, we'd investigate their impact on conversion rates.
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