Why has Whatnot's live auction feature seen a 30% drop in user engagement over the past month?

Introduction

Whatnot's live auction feature has experienced a significant 30% drop in user engagement over the past month, raising concerns about the platform's core functionality and user satisfaction. 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 for the product.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a seasonal trend. Has this 30% drop been compared to the same period last year?

Why it matters: Seasonal patterns could explain engagement fluctuations. Expected answer: No significant seasonal trend 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 groups. Are there any particular segments (e.g., new users, power sellers) more affected than others?

Why it matters: Identifying affected segments helps pinpoint specific issues. Expected answer: The drop is more pronounced among casual users. Impact on approach: We'd tailor solutions to re-engage casual users specifically.

• Thinking about recent changes, have there been any significant updates to the live auction feature or related systems in the past 1-2 months?

Why it matters: Recent changes could directly impact user engagement. Expected answer: A minor UI update was implemented three weeks ago. Impact on approach: We'd investigate if the UI change correlates with the engagement drop.

• Regarding performance metrics, has there been any change in how engagement is measured or in the systems tracking this data?

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