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Product Management Root Cause Analysis Question: Investigating sudden increase in Affirm Card customer support tickets

Asked at Affirm

15 mins

What's causing the sudden increase in customer support tickets related to the Affirm Card?

Problem Solving Data Analysis Customer Experience Fintech E-commerce Consumer Finance
Data Analysis Fintech Root Cause Analysis Product Troubleshooting Customer Support

Introduction

The sudden increase in customer support tickets related to the Affirm Card indicates a potential issue affecting user experience and satisfaction. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications.

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 a recent change. Has there been any significant update to the Affirm Card or related systems in the past few weeks?

Why it matters: Recent changes often correlate with sudden increases in support tickets. Expected answer: Yes, there was a recent update to the card's payment processing system. Impact on approach: If confirmed, I'd focus on investigating the new system's performance and integration.

  • Considering user segments, I'm wondering if this is widespread or localized. Are we seeing this increase across all user demographics, or is it concentrated in specific groups?

Why it matters: Helps narrow down potential causes and affected user base. Expected answer: The increase is primarily seen among new card users. Impact on approach: I'd focus on onboarding processes and new user experiences if this is the case.

  • Thinking about the nature of the tickets, I'm curious about the specific issues being reported. What are the top 3 categories of complaints we're seeing in these support tickets?

Why it matters: Identifies the most pressing issues to address. Expected answer: Issues related to transaction declines, balance discrepancies, and app connectivity. Impact on approach: I'd prioritize investigating these specific areas in our root cause analysis.

  • Considering external factors, I'm wondering about any recent marketing campaigns. Have we launched any new promotions or significantly increased our user acquisition efforts recently?

Why it matters: Rapid user growth can strain systems and lead to increased support needs. Expected answer: A new cashback promotion was launched last month. Impact on approach: I'd examine the impact of the promotion on user behavior and system load.

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