# How do I export Xiaohongshu comments in bulk to find what users complain about? (2026)

Search notes on the topic, take each note's comments page by page, and give the table to your AI to sort by complaint. One page of search and 3 pages of comments under each of 20 notes are 61 calls at $0.0200: $1.22, for about 600 comments. DataXAPI reads Xiaohongshu (RedNote) with 21 endpoints, from $0.0200 a call; a failed call is not charged.

Updated 2026-11-04

## How to do it

With an AI that has DataXAPI connected, say: “Search Xiaohongshu for this product, take 3 pages of comments under the top 20 notes, and list the complaints: what, how many times, and a line in the user's own words.”

Without an AI: `xiaohongshu.notes.search` gives the notes; `xiaohongshu.notes.comments.list` takes a note's ID or link and gives about 10 comments a page, newest first: text, commenter, likes, replies, time. Use `dataxapi call` with `--pages` and `--out` to write them to a file. The `dataxapi run comments` Skill writes a CSV, but a run is capped at $0.05, which is 2 pages here.

## Good to know

These are top-level comments. Replies are a separate call, `xiaohongshu.comments.replies.list`, about 5 a page at $0.0200: take them only under comments that matter. Sort by likes first: a complaint many people agreed with counts for more than one that was repeated once.

Commenters' names are personal information: leave them out of what you analyse and share.

## Endpoints

- [Xiaohongshu note comments](https://dataxapi.com/apis/xiaohongshu/notes/comments/list/) ($0.0200 / a call): Get a page of top-level comments on a Xiaohongshu note by ID or link, newest first: text, commenter, likes, reply count, time posted.
- [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.
- [Xiaohongshu comment replies](https://dataxapi.com/apis/xiaohongshu/comments/replies/list/) ($0.0200 / a call): Get a page of replies to a Xiaohongshu comment, by the comment's ID and its note's ID: text, replier, likes, time posted, which comment it answers.

## How-to guides

- [How to get Xiaohongshu (RedNote) note comments in bulk](https://dataxapi.com/guides/xiaohongshu-note-comments/)
- [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/)
- [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 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 research products to sell on Xiaohongshu: what sells and what buyers say? (2026)](https://dataxapi.com/answers/xiaohongshu-product-research/)
- [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 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/export-xiaohongshu-comments-pain-points/)