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Product Management Root Cause Analysis Question: B2B payment card usage drop on e-commerce platforms

A B2B payment cards issuing company has observed a sudden drop in the use of their cards on e-commerce platforms, in the month of april. Analyze the problem using appropriate assumptions. Suggest solutions to get the usage back on track.

Problem-Solving Data Analysis Strategic Thinking Fintech E-commerce B2B Services
Data Analysis Fintech Root Cause Analysis E-Commerce Integration B2B Payments

Introduction

The sudden drop in B2B payment card usage on e-commerce platforms in April presents a critical challenge for our company. To address this issue effectively, I'll employ a systematic approach to identify the root cause, validate our findings, and develop targeted solutions to restore card usage to expected levels.

Framework overview

This analysis will follow a structured approach covering issue identification, hypothesis generation, validation, and solution development, ensuring we address both immediate concerns and long-term implications.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a seasonal component. Has this drop been observed in previous years during April?

Why it matters: Helps distinguish between cyclical patterns and unique issues. Expected answer: No similar drops in previous years. Impact on approach: If seasonal, we'd focus on mitigating annual fluctuations; if not, we'd investigate recent changes.

  • Considering the B2B nature, I'm curious about the client mix. Has there been any significant change in our client portfolio recently?

Why it matters: Changes in client composition could explain usage shifts. Expected answer: No major changes in client portfolio. Impact on approach: If changes occurred, we'd analyze new client behavior; if not, we'd look at existing client issues.

  • Given the e-commerce focus, I'm wondering about our integration status. Have there been any recent updates to our API or integration processes?

Why it matters: Technical issues could be causing friction in card usage. Expected answer: Some minor updates, but nothing major. Impact on approach: If updates occurred, we'd scrutinize their impact; if not, we'd look at other technical factors.

  • Thinking about market dynamics, has there been any significant shift in competitor offerings or pricing recently?

Why it matters: Competitive pressures could be driving clients to alternative solutions. Expected answer: No major changes in competitive landscape. Impact on approach: If changes occurred, we'd analyze our market positioning; if not, we'd focus on internal factors.

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