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

Why has the customer satisfaction score for Zendesk Guide decreased from 90% to 75% in the past quarter?

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

Introduction

The recent decline in Zendesk Guide's customer satisfaction score from 90% to 75% over the past quarter is a significant issue that requires immediate attention. This 15-point drop could indicate underlying problems affecting user experience and product value. I'll approach this analysis systematically, focusing on identifying potential root causes, validating hypotheses, and developing both short-term and long-term solutions.

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's features or user interface in the past quarter?

Why it matters: Product changes often impact user satisfaction, especially if not well-communicated or implemented. Expected answer: Yes, there was a major UI overhaul. Impact on approach: If confirmed, we'd focus on user adaptation and potential usability issues.

  • Considering the scale of the drop, I'm wondering about data accuracy. Has there been any change in how we measure or collect customer satisfaction data?

Why it matters: Ensures we're comparing apples to apples and not dealing with a measurement issue. Expected answer: No changes in measurement methodology. Impact on approach: If there were changes, we'd need to reassess the validity of the comparison.

  • Given the nature of Zendesk Guide, I'm curious about content quality. Have we seen any changes in the frequency of content updates or the types of content being added?

Why it matters: Content relevance and freshness are crucial for knowledge base satisfaction. Expected answer: Content update frequency has decreased. Impact on approach: If confirmed, we'd focus on content strategy and resource allocation.

  • Thinking about external factors, has there been any significant change in our user demographics or the types of issues they're seeking help for?

Why it matters: Shifts in user base or problem complexity can affect satisfaction scores. Expected answer: No major changes in user demographics. Impact on approach: If changes are noted, we'd need to adjust our content and features to meet new user needs.

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