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)
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.
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.
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.
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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