Introduction
NotCo's NotMayo has experienced a 25% decline in repeat purchases on e-commerce platforms over the past 60 days. This significant drop in customer retention requires a thorough investigation to identify the root cause and develop effective solutions. I'll approach this issue systematically, examining both internal and external factors that could be contributing to the decline.
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 patterns could explain the decline and inform our solution approach. Expected answer: No significant seasonal patterns have been observed in the past. Impact on approach: If seasonal, we'd focus on strategies to mitigate seasonal dips; if not, we'd look deeper into product or market changes.
Why it matters: This helps distinguish between product-specific issues and broader market shifts. Expected answer: Competitors haven't reported similar declines. Impact on approach: If NotMayo-specific, we'd focus on product issues; if market-wide, we'd consider external factors more heavily.
Why it matters: Recent changes could directly impact customer satisfaction and repurchase behavior. Expected answer: A minor packaging redesign was implemented 75 days ago. Impact on approach: If changes occurred, we'd investigate their potential impact; if not, we'd look at other factors affecting customer experience.
Why it matters: This helps us understand if the issue is with customer retention or a broader sales problem. Expected answer: New customer acquisition has remained stable. Impact on approach: If only repeat purchases are affected, we'd focus on post-purchase experience and product quality; if both are declining, we'd consider broader marketing and competitive factors.
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