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Product Management Root Cause Analysis Question: Investigating Zendesk Guide's customer satisfaction decline

Why has customer satisfaction for Zendesk Guide dropped from 90% to 75% in the last month?

Data Analysis Problem Solving User Experience Design SaaS Customer Support Enterprise Software
User Experience Product Analytics Root Cause Analysis Customer Satisfaction Knowledge Base

Introduction

The recent drop in customer satisfaction for Zendesk Guide from 90% to 75% in the last month is a critical issue that demands immediate attention. This significant decline could have far-reaching implications for user retention, product adoption, and overall business performance. To address this problem, 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 have been a recent product update. Has there been any significant change to Zendesk Guide in the past month?

Why it matters: Recent changes often correlate with satisfaction drops. Expected answer: Yes, there was a major UI overhaul. Impact on approach: If confirmed, I'd focus on UI/UX issues in my analysis.

  • Considering the magnitude of the drop, I'm wondering about data accuracy. Has there been any change in how customer satisfaction is measured or collected?

Why it matters: Ensures we're addressing a real issue, not a measurement anomaly. Expected answer: No changes in measurement methodology. Impact on approach: If there were changes, we'd need to audit the data collection process first.

  • Given the nature of Zendesk Guide, I'm curious about content quality. Have there been any significant changes to the knowledge base content in the last month?

Why it matters: Content quality directly impacts user satisfaction with a knowledge base. Expected answer: Some new articles were added, but no major overhaul. Impact on approach: If there were major content changes, we'd focus on content quality and relevance.

  • Thinking about user segments, I'm wondering if this drop is uniform across all users. Do we see any patterns in satisfaction scores across different user groups or use cases?

Why it matters: Helps identify if the issue is global or specific to certain user segments. Expected answer: The drop is more pronounced among enterprise users. Impact on approach: If segmented, we'd tailor our solutions to the most affected user groups.

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