What caused the sudden 50% decrease in new seller onboarding completions for Mirakl's Catalog Manager tool this quarter?

Introduction

The sudden 50% decrease in new seller onboarding completions for Mirakl's Catalog Manager tool this quarter 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 our product and business.

I'll approach this problem by first clarifying key details, ruling out external factors, and then diving deep into our product, user journey, and metrics. From there, I'll form data-driven hypotheses, conduct root cause analysis, and propose validation methods and solutions.

Step 1

Clarifying Questions (3 minutes)

• Looking at the timing, I'm thinking there might be a recent change in the onboarding flow. Has there been any update to the Catalog Manager tool or onboarding process in the last quarter?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, there was a UI update to simplify the process. Impact on approach: If confirmed, I'd focus on analyzing the specific changes and their potential impact on user behavior.

• Considering the magnitude of the decrease, I'm wondering about our measurement accuracy. Has there been any change in how we track or define "onboarding completions" recently?

Why it matters: Ensures we're addressing a real issue, not a data anomaly. Expected answer: No changes to tracking or definitions. Impact on approach: If there were changes, I'd first validate the data consistency before proceeding with further analysis.

• Given the specificity to new sellers, I'm curious about our user segmentation. Are we seeing this decrease across all types of new sellers, or is it concentrated in specific segments?

Why it matters: Helps narrow down potential causes and tailor solutions. Expected answer: The decrease is more pronounced among smaller sellers. Impact on approach: If segmented, I'd focus on understanding the unique challenges of the most affected group.

• Considering potential external factors, have there been any significant changes in the marketplace landscape or competitor offerings this quarter?

Why it matters: External factors could explain the shift in seller behavior. Expected answer: No major changes noted in the competitive landscape. Impact on approach: If external factors are at play, we'd need to consider broader market strategies alongside product improvements.