Why has the average transaction value for Swile's employee benefits card declined by 8% compared to the previous quarter?

Introduction

The decline in Swile's employee benefits card average transaction value by 8% compared to the previous quarter is a concerning trend that requires thorough investigation. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications for the product and business.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonal factors at play. Has this 8% decline been observed in previous years during the same quarter?

Why it matters: Helps distinguish between cyclical patterns and genuine issues. Expected answer: No, this decline is unusual for this quarter. Impact on approach: If seasonal, we'd focus on year-over-year comparisons; if not, we'd investigate recent changes.

• Considering user segments, I'm wondering if this decline is uniform across all employee types. Have you noticed any particular employee groups or benefit categories more affected than others?

Why it matters: Identifies whether the issue is systemic or localized to specific user segments. Expected answer: The decline is more pronounced in mid-level employees and meal benefit transactions. Impact on approach: We'd focus our investigation on those specific segments and benefit types.

• Thinking about recent changes, have there been any updates to the card's features, user interface, or transaction process in the last quarter?

Why it matters: Helps identify if recent product changes could be contributing to the decline. Expected answer: A new UI for the mobile app was rolled out two months ago. Impact on approach: We'd investigate the impact of the UI change on user behavior and transaction patterns.

• Considering external factors, has there been any significant change in the competitive landscape or regulatory environment for employee benefits?

Why it matters: Helps rule out or consider external influences on the observed decline. Expected answer: No major changes, but a new competitor entered the market last month. Impact on approach: We'd assess the impact of the new competitor on our market share and user behavior.