Why has Signifyd's Agent Console seen a 15% decrease in daily active users over the past month?

Introduction

The recent 15% decrease in daily active users (DAU) for Signifyd's Agent Console over the past month is a concerning trend that requires immediate attention. As we dive into this product root cause analysis, we'll systematically examine potential factors contributing to this decline, generate data-driven hypotheses, and develop a comprehensive plan to address the issue.

Step 1

Clarifying Questions (3 minutes)

• Considering the timing, I'm wondering if there have been any recent product updates or changes to the Agent Console. Have there been any significant feature releases or UI changes in the past 1-2 months?

Why it matters: Recent changes could directly impact user behavior and engagement. Expected answer: Yes, there was a major UI overhaul about 6 weeks ago. Impact on approach: If confirmed, we'd focus on user experience and adoption of new features.

• Looking at the user base, I'm curious about the distribution of the decline. Is the 15% decrease uniform across all user segments, or are certain groups more affected?

Why it matters: Identifying specific affected segments can help pinpoint the root cause. Expected answer: The decline is more pronounced among newer users, with a 25% drop in their activity. Impact on approach: We'd investigate onboarding processes and new user experience if this is the case.

• Considering external factors, have there been any significant changes in the fraud landscape or industry regulations that might affect how agents use the console?

Why it matters: External factors could influence the perceived value of the tool. Expected answer: No major industry changes, but a competitor recently launched a new product. Impact on approach: We'd analyze competitive offerings and our product's market positioning.

• Thinking about system performance, have there been any reported issues with the Agent Console's speed or reliability in the past month?

Why it matters: Technical issues could directly impact user engagement and satisfaction. Expected answer: There have been intermittent slowdowns during peak hours. Impact on approach: We'd prioritize investigating and resolving performance issues.