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Product Management Root Cause Analysis Question: Investigating Experian's credit score service signup decline
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Nextsprints

Updated Jan 22, 2025

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Why has Experian's Credit Score service seen a 15% drop in new user signups over the past month?

Data Analysis Problem Solving Strategic Thinking Financial Services Credit Monitoring Consumer Tech
Conversion Optimization User Acquisition Fintech Data Analytics Root Cause Analysis

Introduction

Experian's Credit Score service has experienced a 15% drop in new user signups over the past month, signaling a significant issue that requires immediate attention. To address this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for the product and business.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Given the sudden drop, I'm wondering about recent changes. Have there been any significant updates to the Credit Score service in the last 1-2 months?

Why it matters: Recent changes could directly impact user signups. Expected answer: Yes, there was a UI redesign or No, no major changes. Impact on approach: If yes, we'd focus on the impact of those changes; if no, we'd look at external factors or gradual issues.

  • Considering user segments, has the drop been consistent across all demographics, or are certain groups more affected?

Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: It's affecting all segments equally or There's a higher drop in younger users. Impact on approach: Uniform impact suggests a broader issue, while segment-specific problems require targeted solutions.

  • Thinking about the competitive landscape, have there been any significant moves by competitors recently?

Why it matters: Competitor actions could be drawing potential users away. Expected answer: Yes, a major competitor launched a new feature or No, the competitive landscape is stable. Impact on approach: If yes, we'd need to assess our competitive positioning; if no, we'd focus more on internal factors.

  • Regarding the signup process itself, have there been any changes in the conversion funnel or user journey?

Why it matters: Changes in the signup process could directly impact new user acquisition. Expected answer: Yes, we simplified/complicated the process or No, the process remains the same. Impact on approach: If changed, we'd analyze the impact of those changes; if not, we'd look at other factors affecting user motivation or ability to sign up.

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