Introduction
A 5% week-over-week revenue decline in a nascent e-commerce business is concerning and requires immediate attention. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for the business.
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 e-commerce revenue. Expected answer: No significant seasonal event. Impact on approach: If seasonal, we'd focus on year-over-year comparisons instead.
Why it matters: Marketing directly impacts customer acquisition and revenue. Expected answer: No major changes in marketing. Impact on approach: If marketing changed, we'd investigate the effectiveness of new strategies.
Why it matters: Product availability and pricing directly affect purchasing decisions. Expected answer: No major changes in product offerings or pricing. Impact on approach: If changes occurred, we'd analyze their impact on customer behavior.
Why it matters: Technical issues can severely impact e-commerce performance. Expected answer: No significant technical issues reported. Impact on approach: If issues exist, we'd prioritize technical fixes and improvements.
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