Introduction
The 15% year-over-year drop in Macy's women's handbag sales during Q3 is a significant concern that requires a thorough analysis. To address this issue, I'll employ a systematic approach to identify potential root causes, validate hypotheses, and develop both short-term and long-term solutions. My analysis will cover various aspects, including product performance, market dynamics, and customer behavior.
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 changes could explain the drop and inform our strategy. Expected answer: No significant shift in seasonality. Impact on approach: If confirmed, we'd focus on non-seasonal factors.
Why it matters: Changes in our customer base could explain the sales drop. Expected answer: Some shift in younger customers' preferences. Impact on approach: We'd investigate product-market fit for different age groups.
Why it matters: Changes in product offering or pricing could directly impact sales. Expected answer: Some new product lines introduced, slight price increases. Impact on approach: We'd analyze performance of new vs. existing lines and price elasticity.
Why it matters: Increased competition could explain our sales decline. Expected answer: A few new entrants in the market with innovative designs. Impact on approach: We'd assess our product differentiation and marketing strategies.
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