Category Review of User Performance: Acquisition, Repeat Purchase, and In-Depth Analysis

Category Review of User Performance:

This report provides a comprehensive analysis of user performance across different categories. We'll examine key metrics such as user acquisition, repeat purchase rates, and delve into in-depth analysis of key categories.

a. User Acquisition:

• Analyze the periodic fluctuation trend of user acquisition for each category.
• Identify and summarize the main driving factors behind these fluctuations, such as seasonality, major promotions, and pricing.

b. Repeat Purchase:

• Calculate and analyze the repeat purchase rate for each category.
• Determine the breakdown of repeat purchase categories: whether users are repurchasing within the same category or exploring other categories.
• Evaluate the repeat purchase Average Revenue Per User (ARPU) for each category.

c. In-depth Analysis of Key Categories:

• Conduct a detailed analysis of specific key categories, drilling down into sub-categories, authors, and category activities.
• This in-depth analysis will provide insights into user behavior, engagement, and potential areas for improvement within these key categories.