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Company focus

FICO

How can we explain the 25% decline in customer satisfaction scores for FICO® Debt Manager over the previous two quarters?

Prepared by NextSprints

15 mins
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Data Analysis Problem Solving Strategic Thinking Financial Services Debt Management Credit Scoring Product Strategy Data Analytics Root Cause Analysis Customer Satisfaction FinTech
Product Management Root Cause Analysis Question: FICO Debt Manager customer satisfaction decline investigation

Introduction

The 25% decline in customer satisfaction scores for FICO® Debt Manager over the previous two quarters is a significant issue that requires immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for the product and organization.

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. Have we seen similar patterns in previous years during these quarters?

Why it matters: Seasonal trends could explain the decline and inform our solution approach. Expected answer: No significant seasonal patterns observed in previous years. Impact on approach: If seasonal, we'd focus on anticipating and mitigating annual fluctuations.

  • Considering the magnitude of the decline, I'm wondering if there have been any major product changes or updates in the last six months?

Why it matters: Recent changes could directly impact user satisfaction. Expected answer: A new UI was rolled out four months ago. Impact on approach: If confirmed, we'd scrutinize the UI changes and user adoption.

  • Given the specific 25% figure, I'm curious about our measurement methodology. Has there been any change in how we calculate or collect satisfaction scores?

Why it matters: Changes in measurement could artificially inflate the decline. Expected answer: No changes to the measurement methodology. Impact on approach: If changed, we'd need to recalibrate our analysis based on consistent metrics.

  • Thinking about user segments, are we seeing this decline uniformly across all customer types, or is it more pronounced in specific groups?

Why it matters: Segmented impact could point to specific user needs or issues. Expected answer: The decline is more significant among enterprise customers. Impact on approach: We'd focus on enterprise-specific features and support if confirmed.

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Updated Jan 22, 2025