Why has YouGov's BrandIndex product seen a 15% drop in daily active users over the past month?

Introduction

YouGov's BrandIndex product has experienced a 15% drop in daily active users over the past month, raising concerns about user engagement and product performance. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications.

Step 1

Clarifying Questions (3 minutes)

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

Why it matters: Seasonal fluctuations could explain the user drop and inform our solution approach. Expected answer: No significant seasonal trends observed. Impact on approach: If seasonal, we'd focus on strategies to mitigate annual dips; if not, we'd investigate other factors.

• Considering user segments, I'm wondering 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 point to targeted issues or changes. Expected answer: The drop is more pronounced among enterprise users. Impact on approach: We'd focus on enterprise-specific features or recent changes affecting this segment.

• Thinking about recent changes, has there been any significant product updates or system changes in the past 1-2 months?

Why it matters: Recent changes could directly correlate with the user drop. Expected answer: A new dashboard feature was rolled out 6 weeks ago. Impact on approach: We'd investigate the new feature's impact on user experience and engagement.

• Regarding data accuracy, I'm curious if there have been any changes in how we measure or define daily active users recently?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement or definition. Impact on approach: Confirms the drop is real and not a result of measurement changes.