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Product Management Root Cause Analysis Question: Investigating customer support ticket increase for bill negotiation service
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Nextsprints

Updated Jan 22, 2025

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What factors are contributing to the recent 20% increase in customer support tickets related to Attain's bill negotiation service?

Problem-Solving Data Analysis Strategic Thinking Fintech SaaS Consumer Services
Product Strategy Data Analysis Fintech Root Cause Analysis Customer Support

Introduction

The recent 20% increase in customer support tickets related to Attain's bill negotiation service is a critical issue that demands immediate attention. This surge in support requests not only impacts customer satisfaction but also strains our support resources and potentially signals underlying problems with the service. To address this effectively, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic 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 in the service. Has there been any significant update to the bill negotiation feature in the past month?

Why it matters: Recent changes often correlate with spikes in support tickets. Expected answer: Yes, we updated the user interface last month. Impact on approach: If true, we'd focus on UI/UX issues and user adaptation.

  • Considering user segments, I'm curious about the distribution of these tickets. Are we seeing this increase across all user types, or is it concentrated in a specific segment?

Why it matters: Helps identify if the issue is universal or segment-specific. Expected answer: The increase is primarily from new users. Impact on approach: If true, we'd focus on onboarding and first-time user experience.

  • Thinking about the nature of support tickets, I'm wondering about the content. What are the top 3 issues being reported in these tickets?

Why it matters: Identifies specific pain points to address. Expected answer: Confusion about the negotiation process, billing errors, and service delays. Impact on approach: Would guide our focus on specific areas of the service for improvement.

  • Considering external factors, has there been any significant change in the types of bills our service is negotiating recently?

Why it matters: External changes could be driving the increase in support needs. Expected answer: We've recently expanded to include negotiation for a new category of bills. Impact on approach: If true, we'd investigate if this new category is causing confusion or complications.

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