Introduction
Grainger's same-day delivery service has experienced a significant drop in customer satisfaction, falling from 4.5 to 3.8 stars over the past 6 weeks. This decline requires immediate attention and a thorough analysis to identify the root cause and implement effective solutions. I'll approach this issue systematically, examining various factors that could contribute to the problem and developing a comprehensive plan to address it.
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: Recent changes often correlate with shifts in customer satisfaction. Expected answer: Yes, a new routing system was implemented 8 weeks ago. Impact on approach: If confirmed, we'd focus on the new system's performance and integration.
Why it matters: Changes in the reviewer base could skew results. Expected answer: The number of reviews has remained consistent. Impact on approach: If consistent, we'd focus on actual service changes rather than feedback collection issues.
Why it matters: Identifies specific areas of dissatisfaction. Expected answer: Timeliness ratings have decreased more than other categories. Impact on approach: We'd prioritize investigating delivery time issues and logistics.
Why it matters: Changes in demand or product mix could strain the delivery system. Expected answer: Order volume has increased by 20% for certain product categories. Impact on approach: We'd examine capacity issues and category-specific challenges.
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