Why has ThoughtSpot's SpotIQ feature seen a 30% drop in daily active users over the past month?

Introduction

ThoughtSpot's SpotIQ feature has experienced a significant 30% 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 for the product.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might have been a recent product update. Has SpotIQ undergone any significant changes or updates in the past 1-2 months?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a UI refresh or feature update. Impact on approach: If yes, we'd focus on the changes and user reception.

• Considering user segments, I'm curious about the distribution of the drop. Is the 30% decrease uniform across all user types, or are certain segments more affected?

Why it matters: Helps identify if the issue is global or segment-specific. Expected answer: The drop is more pronounced in certain user segments. Impact on approach: We'd tailor our investigation to the most affected segments.

• Thinking about external factors, have there been any changes in the competitive landscape or market conditions that might influence SpotIQ usage?

Why it matters: External factors could explain the drop independently of product issues. Expected answer: No significant market changes noted. Impact on approach: If no, we'd focus more on internal factors and product-specific issues.

• Regarding data integrity, I'm wondering if there have been any changes to how we measure daily active users or any known issues with our analytics systems?

Why it matters: Ensures we're working with accurate data. Expected answer: No changes to measurement or known system issues. Impact on approach: If yes, we'd need to validate our metrics before proceeding.