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How to Analyze RedNote (Xiaohongshu) Comments: Save Them, Then Find the Questions, Disputes and Content Ideas

Tick Save comments when you save a Xiaohongshu post with Beav, then click Comment insights in the post details. The AI reads the comments against the post and pulls out follow-up questions, disputes, sentiment and content ideas. Steps, plus how it compares with reading by hand and analytics platforms.

JambaHailar · Beav ·

How to Analyze RedNote (Xiaohongshu) Comments: Save Them, Then Find the Questions, Disputes and Content Ideas

Key takeaways

  • Tick Save comments when you save a Xiaohongshu (RedNote) post with the Beav browser extension, and the comments are stored with the post in one entry on your computer.
  • Open the post in Beav and click Comment insights next to the comment count. A new chat opens where the AI reads the comments against the post: follow-up questions, disputes, sentiment and content opportunities.
  • The analysis covers only the comments that were actually captured, which may be fewer than the platform shows. The chat uses points per reply.

On RedNote, the comments are often worth more than the post. What readers ask, which line they push back on, why they hesitate to buy: that is next week's content plan. The trouble is that long threads are tiring to read, and screenshots end up in your camera roll with no link back to the post.

Beav saves the comments together with the post, and Comment insights has the AI read them for you in a chat where you can keep asking and start drafting.

Who it is for

  • Creators and marketers studying benchmark posts on Xiaohongshu who want to know what the audience really cares about.
  • Anyone writing product or recommendation content who needs real objections and users' own words.
  • People who currently scroll comments and take screenshots by hand.

How to use it

Install the Beav desktop app and the browser extension, and check that the extension shows as connected. Tutorial 02 walks through it.

Three steps to analyze RedNote comments: tick Save comments, open the post details, click Comment insights
Save the comments with the post, open it in Beav, click Comment insights.
  1. Open the post and tick Save comments. Open the Xiaohongshu post in Chrome or Edge on your computer, click the Beav icon, check the connection and the current space, tick Save comments, and save to the knowledge base.
  2. Open the post in Beav. Find it in the knowledge base. The details show the comment count and the comments that were captured. Media downloads in the background, so "Downloading" on the card is normal.
  3. Click Comment insights. The button only appears when comments were actually saved. It starts a new chat in which the AI analyzes follow-up questions, disputes, sentiment and content opportunities, using the post as context.
  4. Keep asking. Ask for the three questions most worth answering, or turn the most common concerns into an outline. The analysis is already in a chat, so you can move straight on to drafting.

If you have saved comments from several posts on one topic, you can also open a new chat with a sharper goal, such as "Based on the comments and similar high-performing posts I saved recently, find the three topics most worth making." That prompt comes from Let Beav find the topics.

How it compares with reading by hand and analytics platforms

Scrolling comments and taking screenshots compared with Beav Comment insights
Reading and screenshotsComment analysis in analytics platformsBeav Comment insights
Where comments liveYour photos or notes appThe vendor's serviceThe Beav knowledge base on your computer, in the same entry as the post
How many you seeAs many as you have patience forDepends on the platform and planThe comments actually captured
How it is analyzedYou read and summarizeVaries; mostly statistics and summariesThe AI reads them against the post, and you can follow up
Best forThe odd post now and thenWide views across brands, creators and categoriesDigging into posts you picked, then writing from them
CostYour timeUsually a paid accountBeav desktop plus extension; the AI chat uses points per reply

Analytics platforms win on breadth: they cover many accounts and categories, which suits ad buying and market research. Reading by hand gives you a direct feel for every comment. Beav fits the step in between: you have already picked a few posts worth studying and want to understand their comments well enough to use them right away.

Limits and notes

  • Comment insights only analyzes the comments captured at save time, which can be fewer than the platform's total. Posts saved without Save comments do not show the button; save the original post again if you need them.
  • The comments are a snapshot of the moment you saved. New comments are not added later.
  • Treat the AI's summary as a faster read, not a verdict. Check the original comment and its context before quoting a user.
  • Comments include other users' names and words. Keep them for your own research and do not republish them as is.

Next steps

Applies to Beav desktop 2.9 and browser extension 2.7. Checked 2026-10-21.

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