Why has Jeeves's corporate card usage rate dropped 15% among SMB customers in the last month?

Introduction

The recent 15% drop in Jeeves's corporate card usage rate among SMB customers is a concerning trend that requires immediate attention. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for our product and business.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this drop coincided with any particular business cycle or holiday period?

Why it matters: Seasonal fluctuations could explain temporary changes in usage patterns. Expected answer: No significant seasonal correlation identified. Impact on approach: If seasonal, we'd focus on year-over-year comparisons rather than month-to-month.

• Considering the specificity of the drop, I'm curious about our measurement methods. Have there been any recent changes to how we track or calculate corporate card usage rates?

Why it matters: Ensures we're comparing apples to apples in our data analysis. Expected answer: No changes in measurement methodology. Impact on approach: If changes occurred, we'd need to recalibrate our baseline metrics.

• Given the focus on SMB customers, I'm wondering about segmentation. Has this drop been uniform across all SMB segments, or are certain industries or company sizes more affected?

Why it matters: Helps pinpoint whether this is a broad issue or specific to certain customer groups. Expected answer: Varied impact across segments, with some more affected than others. Impact on approach: Would guide us to focus on the most impacted segments first.

• Thinking about recent product changes, have we implemented any updates or new features in the past 1-2 months that might have affected card usage?

Why it matters: Recent changes could directly correlate with the usage drop. Expected answer: A few minor updates, but nothing major. Impact on approach: If significant changes occurred, we'd prioritize investigating their impact.