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Product Management Root Cause Analysis Question: Investigating mobile learning app engagement decline for enterprise customers
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Nextsprints

Updated Jan 22, 2025

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Asked at Go1

15 mins

How can we explain the 25% decline in engagement with Go1's mobile learning app among enterprise customers since the latest update?

Data Analysis Problem Solving Strategic Thinking EdTech Enterprise Software Mobile Learning
User Engagement Product Analytics Root Cause Analysis Enterprise Software Mobile Learning

Introduction

The 25% decline in engagement with Go1's mobile learning app among enterprise customers since the latest update is a critical issue that demands immediate attention. This significant drop in user engagement could have far-reaching consequences for Go1's market position and customer retention. 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 the latest update might be directly related to the engagement drop. Could you provide more details about the nature of this update and when it was rolled out?

Why it matters: Understanding the update's specifics could reveal potential usability issues or feature changes that might explain the engagement decline. Expected answer: The update included UI changes and new features, rolled out 6 weeks ago. Impact on approach: If the update significantly altered the user experience, we'd focus on usability and feature adoption in our analysis.

  • Considering the enterprise customer focus, I'm curious about the distribution of this engagement decline. Is the 25% drop consistent across all enterprise customers, or are some segments more affected than others?

Why it matters: This information helps identify if the issue is universal or specific to certain customer types, guiding our investigation and solution development. Expected answer: The decline varies, with larger enterprises showing a steeper drop in engagement. Impact on approach: If certain segments are more affected, we'd tailor our solutions to address their specific needs and usage patterns.

  • Given that engagement is our key metric here, I'm wondering how exactly we're defining and measuring engagement for Go1's mobile learning app?

Why it matters: A clear understanding of the engagement metric ensures we're analyzing the right data and can accurately measure the impact of any solutions. Expected answer: Engagement is measured by daily active users, time spent in the app, and course completion rates. Impact on approach: This definition would help us break down the engagement metric and focus on specific areas that have declined.

  • Considering potential external factors, have there been any significant changes in the enterprise learning landscape or competitor offerings that coincide with our engagement decline?

Why it matters: External factors could explain the engagement drop and influence our approach to resolving the issue. Expected answer: No major industry shifts, but a competitor recently launched a new mobile learning platform. Impact on approach: If external factors are significant, we'd need to consider market positioning and competitive differentiation in our solution.

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