Why has the usage of Snowflake's data sharing feature decreased by 15% among enterprise customers this month?

Introduction

The recent 15% decrease in Snowflake's data sharing feature usage among enterprise customers is a concerning trend that requires immediate attention. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term and long-term implications for our product strategy.

Step 1

Clarifying Questions (3 minutes)

• Considering the specificity of the decrease, I'm wondering about the baseline. Has there been any change in how we measure or define data sharing usage?

Why it matters: Ensures we're comparing apples to apples. Expected answer: No changes in measurement or definition. Impact on approach: If changed, we'd need to reassess the actual impact.

• Given the enterprise focus, I'm curious about the distribution. Is this decrease uniform across all enterprise customers or concentrated in specific segments?

Why it matters: Helps pinpoint if it's a global issue or segment-specific. Expected answer: Varied impact across segments. Impact on approach: Would focus on most affected segments first.

• Thinking about timing, have there been any recent product updates or changes in the data sharing feature?

Why it matters: Could reveal direct causality with recent changes. Expected answer: Some updates in the past month. Impact on approach: Would investigate the impact of these specific changes.

• Considering competitive landscape, have there been any significant moves from our competitors in the data sharing space recently?

Why it matters: External factors could be influencing customer behavior. Expected answer: Some new features launched by competitors. Impact on approach: Would analyze our positioning and feature set against competitors.