- ·8 min readXiaohongshuRedNoteScraping
How to Scrape Xiaohongshu (RedNote) in 2026: Three Methods Compared
Browser automation, reverse-engineered endpoints, or a hosted API — the real trade-offs in cost, ban risk and maintenance when collecting Xiaohongshu (RedNote) data.
Read more → - ·7 min readTikTokMonitoringWorkflow
TikTok Competitor Monitoring: Building a Daily Content Feed
A practical design for tracking competitor and top-creator TikTok output every morning — which signals matter, how often to poll, and why one creator per watchlist is not enough.
Read more → - ·5 min readXiaohongshuTrendingAPI
Reading the Xiaohongshu Hot List Programmatically
What the Xiaohongshu trending list actually contains, how fast it moves, and how to poll it without drowning in duplicates.
Read more → - ·12 min readXiaohongshuRedNoteMarket Research
How to Use Automated Xiaohongshu Trend Monitoring for Market Research
Why continuous RedNote trend monitoring beats one-off research: what data actually matters, how to build the workflow, and where manual research stops scaling.
Read more →