How can we explain the unexpected 20% decline in bidding activity for Artsy Auctions compared to the same period last year?

Introduction

The unexpected 20% decline in bidding activity for Artsy Auctions compared to the same period last year is a significant issue that requires thorough investigation. To address this problem, I'll employ a systematic approach to identify, validate, and address the root cause while considering both immediate and long-term implications for our auction platform.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be seasonality at play. Has this 20% decline been consistent across all months, or is it more pronounced in certain periods?

Why it matters: Seasonal patterns could indicate external factors rather than internal issues. Expected answer: The decline is relatively consistent across months. Impact on approach: If seasonal, we'd focus on year-over-year comparisons and external market factors.

• Considering user segments, I'm curious about the distribution of this decline. Are we seeing a uniform 20% drop across all user types, or is it more pronounced in certain segments?

Why it matters: This helps identify if the issue is systemic or specific to certain user groups. Expected answer: The decline is more significant among casual bidders. Impact on approach: We'd focus on understanding and addressing the needs of the most affected segments.

• Thinking about recent changes, have there been any significant updates to the Artsy Auctions platform or policies in the past year?

Why it matters: Recent changes could directly impact user behavior and bidding activity. Expected answer: A new user interface was implemented six months ago. Impact on approach: We'd investigate the impact of the UI change on user engagement and bidding behavior.

• Regarding market conditions, has there been any notable shift in the types or quality of artworks being auctioned compared to last year?

Why it matters: Changes in inventory could affect bidder interest and activity. Expected answer: The mix of artworks has remained relatively consistent. Impact on approach: If consistent, we'd focus more on platform and user behavior rather than inventory issues.