Introduction
The sudden 30% drop in customer satisfaction scores for Sysco's online ordering platform over the past two weeks is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.
To tackle this problem, I'll follow a structured approach:
- Clarify the situation
- Rule out external factors
- Understand the product and user journey
- Break down the metric
- Gather and prioritize data
- Form hypotheses
- Conduct root cause analysis
- Validate findings and propose next steps
- Create a decision framework
- Develop a resolution plan
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 sudden metric shifts. Expected answer: Yes, a new feature was rolled out. Impact on approach: If yes, we'd focus on the new feature's impact; if no, we'd look at other factors.
Why it matters: Ensures we're dealing with a real issue, not a measurement anomaly. Expected answer: No changes in measurement. Impact on approach: If changed, we'd investigate the new measurement system; if not, we'd focus on actual satisfaction drivers.
Why it matters: Helps narrow down potential causes and tailor solutions. Expected answer: The drop is more pronounced in certain segments. Impact on approach: If uniform, we'd look at platform-wide issues; if segmented, we'd investigate segment-specific factors.
Why it matters: Technical issues often directly impact user satisfaction. Expected answer: Some intermittent server issues reported. Impact on approach: If yes, we'd prioritize technical root causes; if no, we'd focus more on UX or product-related factors.
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