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Product Management Root Cause Analysis Question: Investigating sudden drop in Chime Credit Builder card activations
Image of author vinay

Vinay

Updated Nov 25, 2024

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Asked at Chime

15 mins

Why has the number of new Chime Credit Builder card activations dropped by 30% in the past week?

Data Analysis Problem Solving Product Strategy Fintech Banking Credit Services
Data Analysis Product Metrics Fintech Root Cause Analysis User Activation

Introduction

The recent 30% drop in Chime Credit Builder card activations over the past week is a critical issue that demands immediate attention. As we analyze this product challenge, we'll employ a systematic framework to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Our approach will involve a thorough examination of internal and external factors, data analysis, hypothesis generation, and validation. We'll also develop a comprehensive plan to resolve the issue and prevent similar occurrences in the future.

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 in the onboarding process. Has there been any modification to the Credit Builder card application or activation flow in the last two weeks?

Why it matters: Recent changes could directly impact activation rates. Expected answer: Yes, there was a minor UI update. Impact on approach: If confirmed, we'd focus on analyzing the specific changes and their potential effects.

  • Considering user segments, I'm curious about the activation drop distribution. Is the 30% decrease uniform across all user segments, or are certain groups more affected?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The drop is more pronounced in new users under 30. Impact on approach: We'd prioritize investigating factors specific to this demographic.

  • Thinking about external factors, have there been any significant changes in credit card regulations or policies from major credit bureaus in the past month?

Why it matters: External regulatory changes could influence user behavior or eligibility. Expected answer: No major regulatory changes. Impact on approach: If confirmed, we'd focus more on internal factors and user behavior.

  • Regarding system performance, have there been any reported issues or downtime with the card activation system in the last week?

Why it matters: Technical issues could directly impact activation rates. Expected answer: No significant downtime, but there were some intermittent slowdowns. Impact on approach: We'd investigate the extent of these slowdowns and their potential impact on user experience.

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