What caused the sudden 30% decrease in music track downloads from Epidemic Sound's commercial license customers over the last week?

Introduction

The sudden 30% decrease in music track downloads from Epidemic Sound's commercial license customers over the last week is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term and long-term implications for Epidemic Sound's business.

To tackle this problem, I'll follow a structured approach that covers issue identification, hypothesis generation, validation, and solution development. My goal is to provide a comprehensive analysis that not only addresses the immediate concern but also strengthens our product and processes for the future.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking this could be related to a recent product change. Have there been any updates to the licensing system or user interface in the past two weeks?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was a minor UI update to the download page. Impact on approach: If yes, we'd focus on the change's impact on user behavior.

• Considering the specificity of the decrease, I'm wondering about our measurement accuracy. Has there been any change in how we track or calculate download metrics recently?

Why it matters: Ensures we're addressing a real issue, not a data anomaly. Expected answer: No changes to tracking methods. Impact on approach: If yes, we'd need to audit our analytics system first.

• Given the commercial focus, I'm curious about our customer base. Has there been any significant churn or change in our commercial customer segment recently?

Why it matters: Helps identify if this is a user-driven or system-driven issue. Expected answer: No unusual churn, stable customer base. Impact on approach: If yes, we'd investigate customer retention strategies.

• Thinking about external factors, have there been any changes in licensing terms or pricing for commercial users in the past month?

Why it matters: Price sensitivity could explain sudden usage changes. Expected answer: No recent changes to terms or pricing. Impact on approach: If yes, we'd analyze the impact of these changes on customer behavior.