# How do I research products to sell on Xiaohongshu: what sells and what buyers say? (2026)

1 category word comes to about $0.14: xiaohongshu.shop.products.search gives products with price and units sold, xiaohongshu.shop.products.reviews.list gives what buyers said of the first 5, and xiaohongshu.notes.search shows the notes around that word. All at $0.0200 a call. DataXAPI reads Xiaohongshu (RedNote) with 21 endpoints, from $0.0200 a call; a failed call is not charged.

Updated 2026-11-04

## What to take for one word

Try it with 帽子 (hats) or 围巾 (scarves). In one go: `dataxapi run products platform=xiaohongshu query=帽子 products=5 --out hats.csv` writes the reviews of the first 5 products, with each one's name and price, for $0.12.

| Endpoint | What it gives | A page |
| --- | --- | --- |
| `xiaohongshu.shop.products.search` | Title, current and original price in yuan, units sold (`metrics.sold`), a picture, the shop | About 20 |
| `xiaohongshu.shop.products.reviews.list` | Text, rating, variant bought, pictures; takes the product's `id` | About 12, the first page only |
| `xiaohongshu.notes.search` | Notes on the word: title, text, likes, saves, comments, shares | About 20 |

## One way to read the table

This is our suggestion, not a rule. Ask your AI to lay out each word on these lines: “For these words, list units sold, price range, how much the notes are saved, and what the reviews complain about most often.”

| You see | It may mean |
| --- | --- |
| High units sold and many saved notes | Demand is proven, and so the competition is real: look for the gap in the reviews |
| Notes saved a lot, few products selling | People are interested and have not found what to buy |
| The same complaint across several products | A point for your version to fix |

## What it comes to, and what to know

One word: 1 product search, 5 reviews and 1 note search are 7 calls: $0.14. 10 words: $1.40. 2 pages of products add $0.02 a word.

Units sold is what the result card shows at that moment, not sales over a period: read again a week later and subtract for a rough figure of the week's sales. Results have no link to the product and no overall rating or review count. Only Xiaohongshu's own shop is covered here, not goods sold through links elsewhere. DataXAPI reads public data only.

## Endpoints

- [Xiaohongshu product search](https://dataxapi.com/apis/xiaohongshu/shop/products/search/) ($0.0200 / a call): Search the products of Xiaohongshu's shop by terms: title, current and original price in yuan, units sold, picture, shop.
- [Xiaohongshu product reviews](https://dataxapi.com/apis/xiaohongshu/shop/products/reviews/list/) ($0.0200 / a call): Get the first page of buyers' reviews of a product of Xiaohongshu's shop by the product's ID: text, rating, variant bought, pictures, likes.
- [Xiaohongshu note search](https://dataxapi.com/apis/xiaohongshu/notes/search/) ($0.0200 / a call): Search Xiaohongshu notes by terms: title, text, author, engagement counts, images, and a link that opens.

## How-to guides

- [How to search and export Xiaohongshu (RedNote) notes by keyword](https://dataxapi.com/guides/xiaohongshu-search-export-notes/)

## More about Xiaohongshu (RedNote)

- [Xiaohongshu (RedNote) API](https://dataxapi.com/apis/xiaohongshu/)
- [Xiaohongshu Shop API](https://dataxapi.com/apis/xiaohongshu/shop/)
- [How do I export Xiaohongshu (RedNote) data?](https://dataxapi.com/answers/export-xiaohongshu-data/)
- [Can ChatGPT read Xiaohongshu (RedNote)?](https://dataxapi.com/answers/can-chatgpt-read-xiaohongshu/)
- [What is xsec_token on Xiaohongshu?](https://dataxapi.com/answers/xiaohongshu-xsec-token/)
- [What is a Xiaohongshu note ID, and what is an xhslink link?](https://dataxapi.com/answers/xiaohongshu-note-id-and-xhslink/)
- [What is CPE on Xiaohongshu PGY and on Douyin Xingtu?](https://dataxapi.com/answers/xiaohongshu-pgy-cpe-vs-xingtu-cpe/)
- [What is Xiaohongshu PGY?](https://dataxapi.com/answers/what-is-xiaohongshu-pgy/)
- [Which Xiaohongshu data API? The official platform, third-party APIs or your own scraper (2026)](https://dataxapi.com/answers/best-xiaohongshu-data-api/)
- [Can Xiaohongshu's open platform read notes and comments? (2026)](https://dataxapi.com/answers/xiaohongshu-open-platform-api/)
- [xiaohongshu-mcp keeps losing its login: is there a Xiaohongshu MCP that needs no login? (2026)](https://dataxapi.com/answers/xiaohongshu-mcp-without-login/)
- [How do Claude Code, Cursor and Codex read Xiaohongshu without cookies? (2026)](https://dataxapi.com/answers/claude-code-cursor-codex-read-xiaohongshu/)
- [How do I add a Xiaohongshu or Douyin Skill to my AI? (2026)](https://dataxapi.com/answers/xiaohongshu-douyin-skill/)
- [How do I export all of a Xiaohongshu creator's notes to Excel? (2026)](https://dataxapi.com/answers/export-xiaohongshu-creator-notes-excel/)
- [How do I export Xiaohongshu comments in bulk to find what users complain about? (2026)](https://dataxapi.com/answers/export-xiaohongshu-comments-pain-points/)
- [How do I collect the numbers of many Xiaohongshu notes after a campaign? (2026)](https://dataxapi.com/answers/collect-xiaohongshu-note-metrics-after-campaign/)
- [How do I check Xiaohongshu note search rankings in bulk? (2026)](https://dataxapi.com/answers/xiaohongshu-search-rank-tracking/)
- [BettaFish has no data: how do I feed it public Xiaohongshu and Douyin data? (2026)](https://dataxapi.com/answers/bettafish-data-source/)
- [MediaCrawler gets blocked on Xiaohongshu with status 461: what do I switch to? (2026)](https://dataxapi.com/answers/mediacrawler-alternative/)
- [Do Chanmama, Qiangua and Newrank have APIs? What if I want the raw data? (2026)](https://dataxapi.com/answers/chanmama-qiangua-newrank-api/)
- [Is it legal to collect public Xiaohongshu and Douyin data through a third-party API? (2026)](https://dataxapi.com/answers/is-public-social-data-collection-legal/)
- [What does status 461 mean on Xiaohongshu? (2026)](https://dataxapi.com/answers/xiaohongshu-461-status-code/)
- [How do I get Xiaohongshu data into n8n? (2026)](https://dataxapi.com/answers/xiaohongshu-n8n/)
- [How do I sync Xiaohongshu note data to a Feishu Base? (2026)](https://dataxapi.com/answers/xiaohongshu-feishu-base/)
- [How do I connect Xiaohongshu data to Dify? (MCP, 2026)](https://dataxapi.com/answers/xiaohongshu-dify/)
- [When should I use DataXAPI, and when should I not? (2026)](https://dataxapi.com/answers/when-to-use-dataxapi/)
- [Will using a data API get my Xiaohongshu or Douyin account banned? (2026)](https://dataxapi.com/answers/will-data-api-get-my-account-banned/)
- [Are data APIs like DataXAPI compliant? (2026)](https://dataxapi.com/answers/is-dataxapi-compliant/)
- [Is DataXAPI's data reliable, and what if a call fails? (2026)](https://dataxapi.com/answers/is-dataxapi-reliable/)
- [Can DataXAPI issue an invoice, and how do I pay in US dollars? (2026)](https://dataxapi.com/answers/dataxapi-invoice-usd-payment/)
- [How do I collect hit topic ideas on Xiaohongshu in bulk? (2026)](https://dataxapi.com/answers/xiaohongshu-hit-topic-ideas/)
- [How do I spot complaints about my brand on Xiaohongshu at low cost? (2026)](https://dataxapi.com/answers/spot-xiaohongshu-brand-complaints/)
- [My Xiaohongshu scraper keeps getting blocked: what does keeping it up cost against paying per call? (2026)](https://dataxapi.com/answers/xiaohongshu-scraper-blocked-cost/)
- [How do I export Xiaohongshu PGY creators in bulk? (2026)](https://dataxapi.com/answers/export-xiaohongshu-pgy-creators/)
- [What are x-s and x-t on Xiaohongshu? (2026)](https://dataxapi.com/answers/xiaohongshu-x-s-x-t/)
- [What do Xiaohongshu error codes 300011, 300012 and 300013 mean? (2026)](https://dataxapi.com/answers/xiaohongshu-300011-300013-error-codes/)
- [How do I connect Xiaohongshu data to Coze (扣子)? (2026)](https://dataxapi.com/answers/xiaohongshu-coze/)
- [How to get Xiaohongshu (RedNote) note comments in bulk](https://dataxapi.com/guides/xiaohongshu-note-comments/)
- [How to look up Xiaohongshu (RedNote) PGY creator rates and audience](https://dataxapi.com/guides/xiaohongshu-pgy-creator-rates/)
- [How to get a keyword's search index and related keywords on Xiaohongshu PGY](https://dataxapi.com/guides/xiaohongshu-pgy-keywords/)

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Catalog revision bf04cdef3b75e745. [HTML version](https://dataxapi.com/answers/xiaohongshu-product-research/)
