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Product Management Root Cause Analysis Question: Investigating AliExpress electronics average order value decline

Why has the average order value on Alibaba's AliExpress dropped 15% in the past month for electronics products?

Data Analysis Problem Solving Strategic Thinking E-commerce Consumer Electronics Cross-border Trade
Product Analytics Root Cause Analysis User Behavior E-Commerce Metrics AliExpress

Introduction

The recent 15% drop in average order value (AOV) for electronics products on AliExpress is a concerning trend that requires immediate attention. As we delve into this issue, we'll employ a systematic approach to identify potential root causes, validate our hypotheses, and develop both short-term and long-term solutions. Our analysis will cover various aspects of the product ecosystem, from technical factors to user behavior and market dynamics.

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 seasonal factor at play. Has this 15% drop coincided with any major holiday or shopping event?

Why it matters: Seasonal trends can significantly impact purchasing behavior. Expected answer: No major seasonal events during this period. Impact on approach: If confirmed, we'd focus more on internal factors.

  • Considering the specificity of the product category, I'm curious about the breakdown. Has the drop been consistent across all electronics subcategories, or are certain types of products more affected?

Why it matters: This helps identify if the issue is systemic or specific to certain product types. Expected answer: The drop is more pronounced in smartphones and laptops. Impact on approach: We'd investigate factors specific to these high-value categories.

  • Given the global nature of AliExpress, I'm wondering about geographic patterns. Are we seeing this 15% drop uniformly across all markets, or is it more pronounced in specific regions?

Why it matters: Regional variations could point to localized issues or competition. Expected answer: The drop is more significant in European markets. Impact on approach: We'd focus on region-specific factors and competition in Europe.

  • Thinking about recent changes, have there been any significant updates to the platform, particularly in how electronics products are displayed or priced, in the past month?

Why it matters: Recent changes could directly impact user behavior and purchasing decisions. Expected answer: A new recommendation algorithm was implemented three weeks ago. Impact on approach: We'd closely examine the impact of this algorithm on product visibility and user engagement.

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