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Preview RedNote Consumer Insights Report — No Report Fee

See buyer questions, objections, competitor comparisons, sentiment, evidence quotes, and content ideas from a Xiaohongshu comment analysis 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):example
What decision should the report support?:customer-objections
Topic or product label:控糖产品(示例)
Questions or terms to measure:副作用+2
Brands, products, ingredients, or alternatives:产品甲+1

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

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The RedNote Comment Scraper & Consumer Insights Actor is ready to run with the inputs already set for "Preview RedNote Consumer Insights Report — No Report Fee". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Preview RedNote Consumer Insights Report — No Report Fee" 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, what decision should the report support?, and more, to match your specific use case.

Receive the "Preview RedNote Consumer Insights Report — No Report Fee" 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 "Preview RedNote Consumer Insights Report — No Report Fee" task via API.

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