Why has Basis Technologies's Basis platform seen a 15% drop in daily active users over the past month?

Introduction

The recent 15% drop in daily active users (DAU) for Basis Technologies's Basis 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 reverse this trend.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal component. Has this 15% drop been compared to the same period last year?

Why it matters: Seasonal fluctuations could explain the drop and influence our approach. Expected answer: No significant seasonal pattern observed in previous years. Impact on approach: If seasonal, we'd focus on strategies to mitigate annual dips.

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

Why it matters: Identifying affected segments helps pinpoint specific issues. Expected answer: Enterprise users show a higher drop rate compared to small businesses. Impact on approach: We'd prioritize investigating enterprise-specific features or changes.

• Thinking about recent changes, were any major updates or feature releases implemented in the past 1-2 months?

Why it matters: Recent changes often correlate with usage fluctuations. Expected answer: A new UI update was rolled out to 50% of users three weeks ago. Impact on approach: We'd focus on analyzing the impact of this UI change on user behavior.

• Regarding system performance, have there been any notable changes in server response times or error rates recently?

Why it matters: Technical issues can significantly impact user engagement. Expected answer: No significant changes in overall system performance metrics. Impact on approach: We'd shift focus from technical infrastructure to user experience and product features.