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Product Management RCA Question: Analyzing sudden drop in Meesho's fashion accessories order completion rates

What caused the sudden 30% decrease in order completion rates for fashion accessories on Meesho in the last 24 hours?

Data Analysis Problem Solving User Experience Design E-commerce Fashion Online Retail
User Experience E-Commerce Conversion Optimization Data Analysis Root Cause Analysis

Introduction

The sudden 30% decrease in order completion rates for fashion accessories on Meesho in the last 24 hours is a critical issue that demands immediate attention. This analysis will systematically identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

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 this could be a recent change. Has there been any product update or feature release in the past 48 hours?

Why it matters: Recent changes often correlate with sudden metric shifts. Expected answer: Yes, a new UI for the checkout process was implemented. Impact on approach: If confirmed, we'd focus on the new UI's impact on user behavior.

  • Considering the specificity of the issue, I'm wondering about segmentation. Is this decrease uniform across all user segments or more pronounced in certain groups?

Why it matters: Helps identify if it's a universal issue or specific to certain user types. Expected answer: The decrease is more significant among first-time buyers. Impact on approach: We'd investigate factors affecting new users' purchase decisions.

  • Given the magnitude of the change, I'm curious about any external events. Have there been any significant market events or competitor actions in the last 24-48 hours?

Why it matters: External factors can sometimes explain sudden shifts in user behavior. Expected answer: No major external events noted. Impact on approach: We'd focus more on internal factors and user experience issues.

  • Considering potential technical issues, I'm wondering about system performance. Have there been any reported server issues or app crashes during this period?

Why it matters: Technical problems can directly impact order completion rates. Expected answer: Some intermittent server slowdowns were reported. Impact on approach: We'd investigate the correlation between server performance and order completion rates.

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