Why has Clari's Revenue Collaboration platform seen a 15% drop in daily active users over the past month?

Introduction

The recent 15% drop in daily active users for Clari's Revenue Collaboration platform is a significant concern that requires immediate attention and a thorough root cause analysis. As we delve into this issue, we'll systematically examine potential factors, generate data-driven hypotheses, and develop a comprehensive plan to address the underlying causes and restore user engagement.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this drop coincided with any particular time of year or business cycle?

Why it matters: Seasonal fluctuations could explain temporary dips in usage. Expected answer: No clear seasonal pattern identified. Impact on approach: If seasonal, we'd focus on year-over-year comparisons and cyclical strategies.

• Considering user segments, I'm curious if this drop is uniform across all user types. Have you noticed any particular user segments more affected than others?

Why it matters: Identifying specific affected segments could pinpoint targeted issues. Expected answer: Sales representatives show a higher drop-off rate. Impact on approach: We'd prioritize investigating sales rep-specific features and workflows.

• Thinking about recent changes, have there been any significant updates to the platform in the last 1-2 months?

Why it matters: Recent changes could directly correlate with the usage drop. Expected answer: A new forecasting feature was rolled out 6 weeks ago. Impact on approach: We'd focus on the new feature's impact and user adoption rates.

• Regarding data integrity, has there been any change in how daily active users are measured or tracked?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement methodology. Impact on approach: Confirms the issue is with actual usage, not data collection.