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Product Management Root Cause Analysis Question: Investigating extended marketplace seller listing approval times

Why did Marketplace seller listing approval time increase to 48 hours?

Problem-Solving Data Analysis Process Optimization E-commerce Online Marketplaces Retail
Data Analysis Seller Experience Root Cause Analysis Process Improvement Marketplace Optimization

Introduction

The sudden increase in Marketplace seller listing approval time to 48 hours is a critical issue that demands immediate attention. This delay could significantly impact seller satisfaction, marketplace growth, and overall platform performance. I'll approach this problem systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term and long-term solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking there might be a recent change in our approval process. Has there been any update to our seller onboarding or listing approval workflow in the past month?

Why it matters: Recent changes could directly correlate with the increased approval time. Expected answer: Yes, we implemented a new fraud detection system. Impact on approach: If confirmed, we'd focus on the new system's performance and integration.

  • Considering the scale of the issue, I'm wondering about the volume of listings affected. What percentage of listings are experiencing this 48-hour delay compared to our normal approval times?

Why it matters: This helps determine if it's a systemic issue or affecting a specific subset of listings. Expected answer: About 70% of listings are affected. Impact on approach: A high percentage would indicate a widespread problem, possibly related to core systems or processes.

  • Given the specificity of the 48-hour timeframe, I'm curious about our approval process stages. Can you provide a breakdown of our typical approval workflow and the time allocated for each step?

Why it matters: This information helps identify which stage(s) of the process are causing the bottleneck. Expected answer: Typically, automated checks take 1 hour, manual review 2 hours, and final approval 1 hour. Impact on approach: We'd focus on the stage showing the most significant deviation from normal timelines.

  • Thinking about potential external factors, have we seen any unusual spikes in new seller registrations or listing submissions recently?

Why it matters: A sudden increase in volume could overwhelm our existing approval capacity. Expected answer: There's been a 20% increase in new seller registrations over the past two weeks. Impact on approach: If confirmed, we'd need to assess our scalability and resource allocation strategies.

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