How can we explain the sudden decrease in user engagement with Poly's RealPresence software platform over the last month?

Introduction

The sudden decrease in user engagement with Poly's RealPresence software platform over the last month is a critical issue that requires immediate attention. As we analyze this product challenge, we'll follow a systematic framework to identify, validate, and address the root cause while considering both immediate and long-term implications.

Our approach will involve a thorough examination of the problem, generation of data-driven hypotheses, and development of a comprehensive resolution plan. We'll start by clarifying the situation, rule out external factors, and then dive deep into the product's user journey and metrics. This will lead us to form and validate hypotheses, ultimately resulting in a decision framework and actionable next steps.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent product update or change. Has there been any significant release or feature update in the last 1-2 months?

Why it matters: Recent changes often correlate with engagement fluctuations. Expected answer: Yes, there was a UI refresh or new feature release. Impact on approach: If yes, we'd focus on the changes and user reception.

• Considering user segments, I'm curious about the engagement drop distribution. Is the decrease uniform across all user segments, or are certain groups more affected?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The decrease is more pronounced in enterprise users. Impact on approach: If segmented, we'd tailor our investigation to the most affected groups.

• Regarding the engagement metric, I'm wondering about its composition. Can you clarify how user engagement is specifically defined and measured for RealPresence?

Why it matters: Ensures we're analyzing the correct data points. Expected answer: Engagement is measured by daily active users and session duration. Impact on approach: We'd focus our analysis on these specific metrics and their components.

• Considering potential system issues, have there been any reported technical problems or outages during this period?

Why it matters: Technical issues can directly impact user engagement. Expected answer: No major outages, but some minor performance issues were reported. Impact on approach: If yes, we'd prioritize technical root causes in our analysis.