Introduction
The decline in average transaction value for American Express's Business Gold Card by 8% year-over-year is a concerning trend that requires thorough investigation. This analysis will systematically explore potential root causes, generate data-driven hypotheses, and propose actionable solutions to address the issue.
Framework overview
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal patterns could indicate external factors rather than product issues. Expected answer: The decline has been relatively consistent across months. Impact on approach: If consistent, we'll focus more on product and user behavior changes.
Why it matters: Segment-specific issues could point to targeted problems or changing market needs. Expected answer: Small businesses in the retail sector are showing a more significant decline. Impact on approach: We'd prioritize investigating factors affecting small retail businesses.
Why it matters: Product changes could directly impact usage patterns and transaction values. Expected answer: A slight adjustment to the rewards structure was implemented six months ago. Impact on approach: We'd analyze the impact of this change on user behavior and card usage.
Why it matters: Competitive pressures could be drawing high-value transactions away from Amex. Expected answer: A major competitor launched an aggressive cashback program for business cards. Impact on approach: We'd assess our value proposition against new competitive offerings.
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