Introduction
ManoMano's garden furniture category has experienced a significant 30% drop in sales over the past month, raising concerns about the performance of this product line. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications for the business.
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 fluctuations could explain the sales decrease. Expected answer: Sales are down compared to both last month and the same period last year. Impact on approach: If it's not seasonal, we'll focus on recent changes or market shifts.
Why it matters: Helps pinpoint if the issue is widespread or localized to specific items. Expected answer: The decline is seen across most subcategories, but more pronounced in outdoor seating. Impact on approach: We'll investigate factors affecting the entire category and specific subcategories.
Why it matters: Distinguishes between traffic and conversion issues. Expected answer: Traffic has remained stable, but conversion rates have dropped. Impact on approach: We'll focus on factors affecting purchase decisions rather than visibility.
Why it matters: Identifies potential internal factors causing the decline. Expected answer: A new pricing algorithm was implemented two weeks ago. Impact on approach: We'll scrutinize the impact of this change on customer behavior.
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