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Product Management Root Cause Analysis Question: Vinted item listing page engagement decline investigation
Image of author vinay

Vinay

Updated Nov 19, 2024

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Asked at Vinted

15 mins

Why has the average time spent on Vinted's item listing page declined by 25% this month compared to last month?

Data Analysis Problem Solving User Experience E-commerce Fashion Secondhand Retail
User Engagement E-Commerce Performance Optimization Root Cause Analysis Vinted

Introduction

The decline in average time spent on Vinted's item listing page by 25% this month compared to last month is a significant issue that requires immediate attention. This metric is crucial for Vinted's success as it directly correlates with user engagement and potential sales conversions. To address this problem, I'll employ a systematic approach to identify, validate, and resolve 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 there might have been a recent product update. Has there been any significant change to the item listing page in the past month?

Why it matters: Recent changes could directly impact user behavior. Expected answer: Yes, there was a redesign of the page layout. Impact on approach: If confirmed, we'd focus on analyzing the specific changes and their effects.

  • Considering user segments, I'm curious about the distribution of this decline. Is the 25% decrease consistent across all user types, or are certain segments more affected?

Why it matters: Helps identify if the issue is universal or specific to certain user groups. Expected answer: The decline is more pronounced among new users. Impact on approach: We'd prioritize investigating onboarding processes and new user experience.

  • Given the metric specificity, I'm wondering about the definition of "time spent." Has there been any change in how this metric is calculated or tracked?

Why it matters: Ensures we're comparing apples to apples and rules out measurement errors. Expected answer: No changes in metric definition or tracking. Impact on approach: If confirmed, we'd focus on actual user behavior changes rather than data inconsistencies.

  • Thinking about external factors, have there been any significant changes in marketing campaigns or traffic sources this month?

Why it matters: External factors could influence the type of users reaching the listing page. Expected answer: No major changes in marketing or traffic sources. Impact on approach: If confirmed, we'd focus more on internal factors and user experience issues.

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