xiaohongshu-analytics

Collect and analyze public Xiaohongshu data for content, blogger, and trend analysis.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/tanaer/lobster-university-v2 --skill xiaohongshu-analytics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: xiaohongshu-analytics
Source: https://github.com/tanaer/lobster-university-v2/tree/main/skills/courses/xiaohongshu-analytics
Command: npx skills add https://github.com/tanaer/lobster-university-v2 --skill xiaohongshu-analytics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps you analyze Xiaohongshu content, understand blogger performance, and identify market trends by collecting and processing public data from the platform.

Core Features & Use Cases

  • Data Collection: Gathers public data from Xiaohongshu, including notes, blogger profiles, and topic information.
  • Performance Analysis: Analyzes engagement metrics, content quality, and follower growth for bloggers.
  • Trend Identification: Identifies trending topics and popular content formats on Xiaohongshu.
  • Use Case: A marketing team can use this Skill to analyze a competitor's Xiaohongshu strategy, identify their top-performing content, and understand their audience engagement.

Quick Start

Analyze the Xiaohongshu blogger with the username 'example_blogger'.

Frequently Asked Questions about xiaohongshu-analytics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze a Xiaohongshu blogger's performance and engagement metrics?

To analyze a Xiaohongshu blogger's performance, this Skill automates the collection of public data and processes engagement metrics, content quality, and follower growth. You simply provide the blogger's username for evaluation.

What is Xiaohongshu trend identification and how does it work with public data?

Xiaohongshu trend identification works by gathering public notes and topic information, then analyzing this data alongside web search context to highlight trending topics and popular content formats on the platform.

Can I use this Skill for competitor research on Xiaohongshu?

Yes, you can use this Skill for competitor research on Xiaohongshu. It helps analyze a competitor's strategy by identifying their top-performing content and understanding their audience engagement metrics.

Do I need browser automation tools to scrape Xiaohongshu data?

Yes, you need browser automation tools like Camofox to scrape Xiaohongshu data. The Skill requires these tools to automate the collection of public data including notes, blogger profiles, and topic information.

What's the best way to identify trending topics and content formats on Xiaohongshu?

The best way to identify trending topics and content formats on Xiaohongshu is using automated data scraping combined with web search for trend context. This approach processes public notes to surface popular market trends.

What are the limitations of web search for Xiaohongshu trend context?

Web search for Xiaohongshu trend context is limited to processing public data only. It cannot access private notes or restricted profile information, meaning trend identification relies solely on publicly available platform data.