Why has Nordstrom's online shoe sales conversion rate dropped by 15% over the past month?

Introduction

Nordstrom's 15% drop in online shoe sales conversion rate over the past month is a critical issue that demands immediate attention. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal factor at play. Has this drop coincided with any particular season or event?

Why it matters: Seasonal trends can significantly impact sales patterns. Expected answer: It's not aligned with any specific seasonal event. Impact on approach: If seasonal, we'd focus on historical comparisons; if not, we'd look more closely at recent changes.

• Considering the specificity of the metric, I'm wondering about the data integrity. Has there been any recent change in how we measure or calculate the conversion rate?

Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: No changes in measurement methodology. Impact on approach: If changed, we'd focus on data reconciliation; if not, we'd proceed with deeper analysis.

• Given the magnitude of the drop, I'm curious about user segments. Are we seeing this decline across all customer segments or is it concentrated in specific groups?

Why it matters: Helps narrow down potential causes and target our investigation. Expected answer: The decline is more pronounced in certain segments. Impact on approach: If segmented, we'd focus on those specific user groups; if universal, we'd look at broader systemic issues.

• Thinking about recent changes, have there been any significant updates to the website, product lineup, or marketing strategies in the past month?

Why it matters: Recent changes often correlate with performance shifts. Expected answer: A few minor updates were implemented. Impact on approach: If changes occurred, we'd scrutinize their impact; if not, we'd explore other factors more deeply.