Xiaohongshu (RedNote) Shop Product Scraper - 小红书商城

Search the Xiaohongshu shop (小红书商城, the store inside RedNote / Little Red Book) by keyword and export every matching product: price in CNY and USD, original price, units sold, positive review rate, popularity badges, active promotions, a top buyer review, and the shop selling it. No login and no Xiaohongshu account needed.

What you get

One row per product:

• Product: product ID and URL, title, image
• Price: current price and original price in CNY, approximate price in USD, active promotions and coupons
• Demand signals: units sold, positive review rate, "bought in 30 days", "saved", "added to cart", "bought again" and in-store rank badges when Xiaohongshu shows them
• Social proof: a highlighted buyer review
• Shop: shop name, seller ID, shop type (brand flagship, general shop…), shop age and total shop sales
• Context: the keyword that found the product and its position in the results

Use cases

• Cross-border e-commerce research: see what sells in China, at what price, before sourcing or launching a product
• Price monitoring: track competitor prices and promotions on Xiaohongshu over time
• Product and trend discovery: find best-selling products in a category by units sold
• Brand monitoring: see which shops sell your brand and at what price
• Market sizing: compare sales volumes across keywords and categories

How to use

1. Enter one or more Search keywords (Chinese keywords return the most results)
2. Set Max products per keyword
3. Run the actor and export the results from the Dataset tab as JSON, CSV or Excel

Output example

{
  "productId": "6a6f671284b8ee0001f70049",
  "url": "https://www.xiaohongshu.com/goods-detail/6a6f671284b8ee0001f70049",
  "title": "WarmCase 新款蜂窝网孔散热手机壳iPhone17promax磁吸支架苹果16",
  "imageUrl": "https://mall-i8.xhscdn.com/arkgoods/104103ng322mpipv0g076jqomtojs00000000001dqp3to?imageVi…",
  "priceCny": 36.9,
  "originalPriceCny": 48.9,
  "priceUsd": 5.6,
  "sold": 3495,
  "positiveReviewRate": 100,
  "boughtLast30Days": "821 bought in 30 days",
  "saved": "285 saved",
  "addedToCart": "7k added to cart",
  "repeatBuyers": "3K+ bought again recently",
  "storeRank": null,
  "promotions": [
    "Flash sale ¥12 off",
    "Sale price"
  ],
  "topReview": "好看的。这个颜色也不容易脏，刚好我也不想要硅胶的。无滤镜实拍，而且是哑光的，不是亮面的。感觉很不错😁",
  "shopName": "WarmCase的店",
  "shopId": "69eb16eebb87040015e1e6ad",
  "shopType": "INDIVIDUAL_NEW",
  "shopAge": null,
  "shopSales": "42k+ sold",
  "isBrandFlagship": false,
  "inStock": true,
  "keyword": "phone case",
  "position": 3,
  "scrapedAt": "2026-10-26T21:43:48.358Z"
}

FAQ

Do I need a Xiaohongshu account or cookies? No.

Why are some fields empty for some products? Badges like "bought in 30 days", "saved" or the review rate are only shown by Xiaohongshu when a product qualifies for them, so they are filled when present and null otherwise. Price, title and shop are always filled.

Which currency are prices in? priceCny and originalPriceCny are in Chinese yuan (¥). priceUsd is Xiaohongshu's own approximate USD conversion.

Can I get notes (posts) about a product instead? Use the Xiaohongshu Search Scraper with the product name as the keyword.