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Export RedNote Comment Evidence Report

Collect one Xiaohongshu comment thread and export comment-level sentiment, source evidence, recurring needs, concerns, and a full insights report.

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RedNote Comment Scraper & Consumer Insights
RedNote Comment Scraper & Consumer Insightsscrupulous_buckler/xiaohongshu-comment-keyword-consumer-voice
Research topic
Primary decision
Comments analyzed
Notes represented
+20 fields
Text
Number
Boolean
List
Object

Input

Xiaohongshu / RedNote note URL(required):https://www.xiaohongshu.com/discovery/item/69db721a00000000220290a8
Topic or product label:RedNote comment evidence report
Maximum separate upstream charge (USD):0.75
Embed normalized comments in the report row:true
Evidence excerpts per report section:50

Output fields

Research topic
Primary decision
Comments analyzed
Notes represented
Reply comments analyzed
Matched keyword comments
Keyword signals
Top questions before purchase
Customer needs
Why buyers hesitate
Brand and product mentions
Competitor comparison evidence
Alternatives customers consider
Usage scenarios
Sentiment summary
Evidence-backed content ideas
Evidence coverage
Claim risk level
Risky claims
Safer framing
Collection summary
Price confirmation
What to do next
Data quality warnings

How it works

Sign up on Apify or log in

The RedNote Comment Scraper & Consumer Insights Actor is ready to run with the inputs already set for "Export RedNote Comment Evidence Report". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Export RedNote Comment Evidence Report" task

The RedNote Comment Scraper & Consumer Insights Actor will start running based on the input automatically. You can also change all the input fields, like xiaohongshu / rednote note url, topic or product label, and more, to match your specific use case.

Receive the "Export RedNote Comment Evidence Report" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as research topic, primary decision, comments analyzed, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Export RedNote Comment Evidence Report" task via API.

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