Introduction
The sudden 30% decrease in Nordstrom Rack store foot traffic during the last holiday shopping weekend is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for Nordstrom Rack's business.
To tackle this problem, I'll follow a structured approach:
- Clarify the situation with targeted questions
- Rule out basic external factors
- Understand the product and user journey
- Break down the relevant metrics
- Gather and prioritize data
- Form hypotheses
- Conduct root cause analysis
- Propose validation methods and next steps
- Present a decision framework
- Outline 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: Changes in promotional strategies can significantly impact foot traffic. Expected answer: Yes, there was a shift towards online-only promotions. Impact on approach: If confirmed, we'd focus on analyzing the balance between online and in-store promotions.
Why it matters: This helps distinguish between Nordstrom Rack-specific issues and industry-wide trends. Expected answer: Competitors saw a smaller decline or even an increase in foot traffic. Impact on approach: If true, we'd focus more on Nordstrom Rack's unique factors rather than external market conditions.
Why it matters: Inventory issues can directly impact customer interest and foot traffic. Expected answer: There were some delays in receiving popular items. Impact on approach: This would lead us to investigate supply chain and inventory management processes.
Why it matters: This helps us understand if the issue is specific to physical stores or a broader trend. Expected answer: Online traffic and sales increased significantly. Impact on approach: We'd then focus on the interplay between online and offline channels and potential cannibalization effects.
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