Unlock data from China's largest lifestyle and consumer decision platform. This dataset collects high-quality UGC content from Xiaohongshu (Little Red Book), delivering deep insights into consumer trends and user behavior. With clean, well-structured data, it's perfectly suited for market research, recommendation algorithm training, and NLP sentiment analysis.
*Supports multiple payment channels, Alipay, WeChat. 
Covers Major Global Sites
Strict GDPR & CCPA Compliance
JSON/CSV Format Testing Available
Flexible Pricing, Pay as You Go
Data is updated daily, structured and cleaned, and supports direct integration through API or file download.
Demo data in JSON/CSV format
Latest records
Custom, rich, and formatted data
Xiaohongshu Notes & Metadata
Note ID, Title, Description, Media URLs, Engagement Stats.
150K+
18K+
Xiaohongshu Comments & Sentiment
Comment Text, Likes, IP Location, Nested Replies.
95K+
9.2K+
Xiaohongshu User Profiles
User ID, Nickname, Avatar, Xsec Token.
60K+
5.5K+
Xiaohongshu Trending Tags
Tag ID, Tag Name, Topic Classification.
40K+
3.8K+
Incremental Update Model
Pay only for new or changed records—no need to repurchase the full database. Reduce acquisition costs with precision.
Multi-Source Data Bundling
Buy one or multiple datasets and unlock exclusive discounts. Get a full cross-platform view in a single purchase—better value, broader coverage.
Enterprise Volume Pricing
Built for high-volume demands. The more you buy, the lower the unit price. Deep discounts on bulk extractions and subscriptions—do more for less.
Data Cleaning & Enrichment
Receive pre-cleaned, deduplicated, and standardized data. No post-processing needed—ready for immediate business analysis, saving time and effort.
The Xiaohongshu Notes dataset captures core UGC content on the platform, including note ID, title, description, posting time, content type (video/image-text), and key engagement metrics (shares, comments, likes, saves). It also includes multimedia resource links (video streams, image lists), serving as foundational data for product seeding effect analysis, content trend mining, and multimodal AI training.
Buy from a provider with a large scale and high moral standards
Register now and receive a bonus on your first deposit, up to $25.
Do you need more than 10 million data or a custom collection solution?
Lower tiered pricing for data
99.9% data integrity
Custom fields and data cleaning
GDPR/CCPA compliance
Multi-format export and delivery
Custom update frequency
Support for complex scenarios
Dedicated delivery manager
Alipay (HK)
USDT-TRC20
Corporate Transfer
Structured Data
Pre-formatted data ready for training and inference with ChatGPT, Claude, and other AI models.
Multi-Language Code Samples
Code snippets in Python, Java, C#, Node.js, and more. No coding from scratch—copy, paste, and build data pipelines in seconds.
Developer Documentation
Comprehensive API references and field definitions that reduce prompt engineering costs for AI-powered data understanding.
Easy-to-use, fully structured datasets built for diverse business scenarios.
High-Efficiency Data Extraction
Leverage clean residential proxy IPs to extract global site data in one click. 99%+ success rate, zero blocks, billion-scale collection capability.
Multiple Export Formats
Supports JSON, NDJSON, CSV, Parquet, JSON Lines, gzip compression, and more. Integrate seamlessly with your existing systems.
Flexible Payment Models
Flexible pricing, pay as you go. Covers major global sites. Fully GDPR & CCPA compliant—your data stays secure and compliant.
Unlimited Scaling Architecture
Handle massive concurrent requests via high-throughput proxy IPs. Integrates with Snowflake, Google Cloud, SFTP, and more—peak-ready.
Significant Cost Savings
Optimized proxy rotation and data extraction cut costs by 30%+. No self-hosted infrastructure required—focus on growing your business.
Fully Managed Service
We manage the entire data pipeline—including proxy IP maintenance and monitoring. Reduce operational overhead with guaranteed 24/7 uptime.
Seamless API Integration
Simple API interface with Webhook and S3 support. Quickly connect to your e-commerce system—extract ASINs, prices, reviews, and more.
24/7 Professional Support
Dedicated team on standby for custom guidance and troubleshooting. Combined with proxy optimization for worry-free, high-efficiency data collection.
Data Quality Assurance
AI-driven validation ensures accurate, complete, deduplicated data. Real-time monitoring and reporting included—ideal for product analysis, competitor tracking, and inventory management.
Xiaohongshu Notes Dataset
Includes note titles, body text, hashtags, and core engagement metrics (likes, saves, shares). Ideal for viral trend analysis, "seeding" effectiveness evaluation, and e-commerce product selection..
Xiaohongshu Comments Dataset
Captures comment bodies, reply hierarchies, and user feedback timestamps — essential data for NLP sentiment analysis, authentic consumer review mining, and competitive intelligence gathering.
Xiaohongshu User (KOL) Dataset
Covers creator usernames, IDs, bios, and follower interaction data — enabling influencer profiling, precise KOL screening, and brand campaign ROI estimation.
Xiaohongshu Hashtags Dataset
Aggregates trending topic tags, view counts, and associated note counts — helping brands precisely capture trending topics, optimize content keyword strategy (SEO), and claim high-traffic ground.
Unlimited Web Scraping
Powered by dynamic residential IPs and intelligent unblocking. Bypass CAPTCHAs and geo-restrictions effortlessly—access data points from public web pages worldwide.
Ready-to-Use, Accurate Data
Every record goes through multi-stage validation and cleaning. Delivery-ready with no post-processing required—directly power your market analysis or AI model training.
Fully Automated Data Pipeline
Scheduled tasks and incremental updates supported. Data auto-delivers to your AWS S3 or database—zero manual intervention from start to finish.
Viral Discovery & Competitor Analysis
Track "saves" and "likes" on trending notes to precisely capture viral trends in beauty, fashion, and beyond. Deconstruct competitor content strategies and high-frequency hashtags — optimizing your product selection and maximizing "seeding" conversion efficiency.
