Posts

Learn how to track brand health on Xiaohongshu by monitoring awareness, perception, and loyalty signals that reveal how Chinese consumers truly see your brand.

Learn how Xiaohongshu search data reveals real consumer demand signals — and how international brands can use XHS insights to inform smarter China marketing strategies.

Learn how to automate Xiaohongshu data collection via XHS Analytics APIs — covering access paths, key data types, third-party tools, and compliance for international brands.

Learn how to use Xiaohongshu search data, save rates, comment signals, and note volume to validate product ideas before entering the Chinese market.

Learn how to track competitor content, KOL partnerships, hashtags, and engagement on Xiaohongshu with this practical XHS competitive intelligence guide for international brands.

Learn how to estimate and calculate your Xiaohongshu (XHS) ROI before investing — with formulas, cost benchmarks, worked examples, and platform-specific strategies.

New to Xiaohongshu analytics? Learn how to read your first XHS report, which metrics matter most, and how to turn data into smarter content decisions.

Learn how to build a robust Xiaohongshu (XHS) marketing measurement framework—from the AIPS model to search lift tracking—to prove and improve ROI.

Discover how Xiaohongshu users actually interact with content — from saves to search intent — and what their behavior signals mean for your brand strategy.

Discover a four-layer XHS content performance framework — from discovery to revenue — that helps international brands evaluate Xiaohongshu posts beyond vanity metrics.

Download a free XHS marketing reporting template and learn exactly which Xiaohongshu KPIs to track monthly — from save rate and CES score to KOL ROI.

Learn how to track consumer sentiment on Xiaohongshu (RedNote), interpret brand attitudes from notes and comments, and use data to protect and grow your brand.