The definitive influencer intelligence and KOL discovery scraper for Xiaohongshu (RedNote). Extract creator bios, follower counts, total received likes/collections, verified professional badges, and complete note histories.
{
"creatorId": "5a4d3e2f1c8b9a0001e8f7a1",
"nickname": "MinimalKStyle",
"redId": "kstyle_official",
"gender": "Female",
"location": "Seoul / Shanghai",
"bio": "Fashion Stylist & Capsule Wardrobe Consultant. Business: [email protected]",
"stats": {
"followers": 142000,
"following": 320,
"totalLikedAndCollected": 1890000
},
"recentNotes": [
{
"id": "66e2c349000000001e028b4a",
"title": "Autumn Seoul Minimalist Capsule Wardrobe",
"likes": 24500
}
],
"scrapedAt": "2026-09-25T14:30:00Z"
}
Built specifically for high-throughput enterprise pipelines with zero credential leakage.
Extracts follower count, following count, total likes & collections, and account verification status.
Scrapes every published note in the creator history, capturing engagement ratios per post.
Identify commercial sponsorship tags, sponsored note disclosures, and partner brand mentions.
Parses bio text to extract business inquiry emails, WeChat IDs, and talent agency representation.
Trigger extractions via the official Apify Client or standard REST endpoints.
from apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_TOKEN")
run_input = {
"creatorUrls": ["https://www.xiaohongshu.com/user/profile/5a4d3e2f1c8b9a0001e8f7a1"],
"maxNotesPerCreator": 30
}
run = client.actor("unitbytes/xiaohongshu-creator-portfolio-scraper").call(run_input=run_input)
for creator in client.dataset(run["defaultDatasetId"]).iterate_items():
print(creator["nickname"], creator["stats"]["followers"], creator["stats"]["totalLikedAndCollected"])KOL agencies use this scraper to calculate true engagement ratios (likes / followers), filter out fake accounts with botted followings, and discover rising micro-influencers.
Yes. Any business email, agency representation, or WeChat contact listed in the creator public bio is parsed.
Yes, schedule daily runs on a list of creator profile URLs to alert your team whenever a competitor or partner posts.
Zero login required. All creator metrics and public note feeds are extracted anonymously.
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Extract threaded comments, reply chains, user sentiment signals, like counts, and consumer discussions from Xiaohongshu (RedNote) posts.
Our data engineering team provides private cluster deployments, custom webhook integrations, continuous schema monitoring, and high-frequency delivery directly to BigQuery, Snowflake, or AWS S3.
Start running immediately on UnitBytes Cloud with zero infrastructure setup, or contact our engineering team for dedicated S3/BigQuery delivery pipelines.