Introduction
The recent 15% drop in conversion rate for skincare products on Sociolla is a significant concern that requires immediate attention. As we delve into this issue, we'll employ a systematic approach to identify, validate, and address the root cause, considering both short-term fixes and long-term strategic implications.
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 can significantly impact skincare product sales. Expected answer: No significant seasonal correlation. Impact on approach: If seasonal, we'd focus on adapting marketing strategies; if not, we'd look deeper into internal factors.
Why it matters: Identifying specific affected segments can narrow down potential causes. Expected answer: The drop is more pronounced in the 25-34 age group. Impact on approach: We'd tailor our investigation and solutions to this specific demographic if confirmed.
Why it matters: Recent changes could directly correlate with the conversion rate drop. Expected answer: A new product recommendation algorithm was implemented. Impact on approach: We'd focus on analyzing the algorithm's performance and its impact on user behavior.
Why it matters: External market forces could be driving the conversion rate decline. Expected answer: No significant changes in competitor activities or market conditions. Impact on approach: If confirmed, we'd focus more on internal factors and user experience issues.
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