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Product Management Root Cause Analysis Question: American Express Business Gold Card transaction value decline investigation
Image of author vinay

Vinay

Updated Dec 27, 2024

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Why has the average transaction value for American Express's Business Gold Card declined by 8% year-over-year?

Data Analysis Problem Solving Strategic Thinking Financial Services Business Services Payments
Product Strategy Data Analysis Root Cause Analysis Customer Behavior Financial Services

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)

  • Looking at the timing, I'm thinking there might be seasonal factors at play. Has this 8% decline been consistent throughout the year, or are there specific months showing more significant drops?

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.

  • Considering user segments, I'm wondering if this decline is uniform across all business types and sizes. Are we seeing any particular segments more affected than others?

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.

  • Thinking about recent changes, have there been any significant updates to the Business Gold Card's features, rewards structure, or fees in the past year?

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.

  • Considering competitive landscape, has there been any notable shift in competitor offerings or marketing strategies targeting business customers?

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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