RedNote — known internationally as Xiaohongshu (小红书) or Little Red Book — has become the single most consequential platform for influencer marketing in China. With 300M+ monthly active users skewed female and Gen Z, it's where beauty, fashion, lifestyle, and travel brands first place a campaign before going wider. After the TikTok-uncertainty migrations of 2024–2025, RedNote also became the de facto Western fallback for many creators.

If you're a brand team, agency, or media buyer working in or with China, you need a way to vet RedNote influencers at scale. Manual scrolling doesn't cut it past five creators. Here's the structured approach.

What "vetting at scale" actually means

For a single influencer partnership, you typically want answers to:

Reach : how many followers, but more importantly how many people actually see their content (median impressions / followers)?

Engagement quality : average likes/comments/saves per post — and the distribution .…