🔥 All-in-One RedNote Scraper | 小红书全能数据采集器

Professional Xiaohongshu Data Extraction Tool for E-commerce, Marketing & Research
专业级小红书数据采集工具，服务电商、营销与市场研究

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🌟 Why Choose Our RedNote Scraper? | 为什么选择我们？

⚡ Enterprise-Grade Performance | 企业级性能

• 🚀 High-Speed Concurrent Processing | 高速并发处理
• 🎯 4-in-1 Data Collection Modes | 四合一采集模式
• 📊 Smart Data Cleaning | 智能数据清洗
• 📱 Dual Platform Coverage (Web + Mobile) | 双平台覆盖

💰 Exceptional ROI | 超值投资回报

Manual Collection 手工采集	Our Tool 使用工具	Improvement 效率提升
Incomplete data	Full coverage	100% completeness
$200 labor cost	$15 tool cost	Save 92.5% 节省92.5%
Human errors	Automated accuracy	Zero errors 零错误

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🎯 Perfect for These Use Cases | 完美适用场景

🛍️ E-commerce Product Research | 电商选品研究

For Brand Managers & Product Analysts | 品牌经理与产品分析师

• ✅ Competitor analysis | 竞品分析
• ✅ Market trend identification | 市场趋势识别
• ✅ Product review sentiment analysis | 产品评价情感分析
• ✅ Pricing strategy optimization | 定价策略优化

📈 Content Marketing & Influencer Research | 内容营销与网红研究

For Marketing Teams & Content Creators | 营销团队与内容创作者

• ✅ Viral content discovery | 爆款内容发现
• ✅ Hashtag performance tracking | 话题标签效果追踪
• ✅ Influencer collaboration analysis | 网红合作分析
• ✅ Audience interest mapping | 受众兴趣画像

🔍 Market Research & Academic Studies | 市场研究与学术研究

For Researchers & Data Scientists | 研究人员与数据科学家

• ✅ Consumer behavior analysis | 消费者行为分析
• ✅ Social media trend research | 社交媒体趋势研究
• ✅ Brand sentiment monitoring | 品牌情感监测
• ✅ Cultural phenomenon studies | 文化现象研究

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🚀 Quick Start Guide | 快速开始指南

Step 1: Choose Your Mode | 选择采集模式

🔍 Search Mode | 搜索模式 - Perfect for market research

{
    "enableComments": false,
    "enableSearchModule": true,
    "enableTrackModule": false,
    "maxResults": 15,
    "mediaDownload": false,
    "noteTypeMode": "all",
    "searchKeywords": [
        "ai猫",
        "胖橘"
    ],
    "sortOrder": "最热"
}

📊 Track Mode | 追踪模式 - Ideal for competitor analysis

{
    "enableComments": false,
    "enableSearchModule": false,
    "enableTrackModule": true,
    "mediaDownload": false,
    "trackNoteUrls": [
        "https://www.xiaohongshu.com/explore/6884b2940000000023004f37?xsec_token=ABpVECv8PZdKAFt4DZ2o5wKsowz1QGPMQB6a5HUT900z4=&xsec_source=pc_feed",
        "https://www.xiaohongshu.com/explore/6884ac060000000012014bba?xsec_token=ABpVECv8PZdKAFt4DZ2o5wKm1T7ApiUDn4WoBShA5h-uo=&xsec_source=pc_feed",
        "https://www.xiaohongshu.com/explore/68690eb7000000000d02796c?xsec_token=ABfdvHtJCNof1QPq-1wOJIdiFO_S4lziZR5lxwPhrwJmY=&xsec_source=pc_feed"
    ]
}

💬 Comment Analysis | 评论分析 - Great for sentiment analysis

{
    "commentNoteUrls": [
        "https://www.xiaohongshu.com/explore/68822f7500000000120145e0?xsec_token=ABWj4fEA7RJYaUVQ9AfKGU3kGiMR3G9jyE2x1ZaiG3zdI=&xsec_source=pc_feed"
    ],
    "enableComments": true,
    "enableSearchModule": false,
    "enableTrackModule": false,
    "mediaDownload": false
}

📱 Media Download | 媒体下载 - Essential for content creators

{
    "enableComments": false,
    "enableSearchModule": false,
    "enableTrackModule": false,
    "mediaDownload": false,
    "mediaNoteUrls": [
        "https://www.xiaohongshu.com/explore/6877aa37000000002001b0f3?xsec_token=AByBt7369AC24AM5p7cz8TNfLn5nYBZs94uNBlHnorplQ=&xsec_source=pc_feed",
        "https://www.xiaohongshu.com/explore/6883728200000000170308b4?xsec_token=ABMWCnKf9b8XLVg2CgdqGkGO7XFZ2tMp-1jmY8pK67rYM=&xsec_source=pc_feed",
        "https://www.xiaohongshu.com/explore/6884b8de0000000010011aa8?xsec_token=ABpVECv8PZdKAFt4DZ2o5wKuGUMpa840xREHnWHlXglj8=&xsec_source=pc_feed"
    ]
}

Step 2: Configure & Launch | 配置启动

1. Set your parameters | 设置参数
2. Click "Start" | 点击"开始"
3. Get results in minutes | 几分钟获得结果

Step 3: Export & Analyze | 导出分析

• 📊 Multiple formats: JSON, CSV, Excel | 多种格式
• 🔄 Real-time monitoring | 实时监控
• 📈 Built-in analytics | 内置分析

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📊 Sample Data Output | 数据输出示例

Complete Note Information | 完整笔记信息

{
    "noteId": "6873684e0000000020019580",
    "authorId": "5cc6dd6a0000000017010b0b",
    "redId": "511557287",
    "author": "林阿Alen",
    "authorProfileUrl": "https://www.xiaohongshu.com/user/profile/5cc6dd6a0000000017010b0b?channel_type=web_search_result_notes&parent_page_channel_type=web_profile_board&xsec_token=AB3jXb89kUfvwFV2hYvPQtUhLVLmyqgFm2E-JWWmzsozM=&xsec_source=pc_search",
    "userAvatar": "https://sns-avatar-qc.xhscdn.com/avatar/1040g2jo31ddfthbi0k5g5n66rll5q2obufe7ubo",
    "title": "养一只可爱的小HelloKitty是什么样的体验？",
    "description": "想养一只HelloKitty的梦想被AI实现了",
    "tags": [
      "#kitty",
      "#解压",
      "#卡哇伊",
      "#hellokitty",
      "#三丽鸥",
      "#可爱",
      "#asmr",
      "#治愈",
      "#沉浸式吃播",
      "#宠物"
    ],
    "url": "https://www.xiaohongshu.com/search_result/6873684e0000000020019580?xsec_token=ABc3zySPsqm9G7DHy5bRAsYhjW9pbu9JLAPgWSj4YEVjE=&xsec_source=pc_search",
    "cover": "http://sns-na-i6.xhscdn.com/1040g00831jscgcvlj25g5n66rll5q2obeqvnugg?imageView2/2/w/5000/h/5000/format/webp/q/90&ap=1&sc=V_ORG&sign=5966c5d30d02c140284a137bcd096fbf&t=6885785c",
    "imageList": [],
    "likes": 189314,
    "commentsCount": 4921,
    "collectCount": 17025,
    "shareCount": 41527,
    "niceCount": 5002,
    "soundId": "1146292996993897729",
    "soundUrl": "http://sns-video-hw.xhscdn.com/audio/1/02e87368502ad23d010370039802cf8279_0.m4a",
    "soundUseCount": 3,
    "duration": 16,
    "publishTime": "2025-07-13 08:03:26",
    "publishTimestamp": 1752393806000,
    "lastUpdateTime": "2025-07-13 08:09:10",
    "lastUpdateTimestamp": 1752394150000,
    "ipLocation": "四川",
    "noteType": "video",
    "source": "web",
    "module": "searchHandler",
    "scrapedAt": "2025-07-27 08:53:34",
    "scrapedTimestamp": 1753577614,
    "searchKeyword": "ai猫"
  }

Comprehensive Comment Analysis | 全面评论分析

{
    "commentText": "怎么有个小孩混进去了",
    "commenter": "爱睡觉的小八",
    "commenterProfileUrl": "/user/profile/64a4db380000000011003bbf?channel_type=web_note_detail_r10&parent_page_channel_type=web_user_board&xsec_token=ABKprOPO_GD_lCklbUIooWiPDp1myRiAFMo16zS6sIMKU=&xsec_source=pc_comment",
    "commenterId": "64a4db380000000011003bbf",
    "commenterAvatar": "https://sns-avatar-qc.xhscdn.com/avatar/1040g2jo3113h9qs8mk6g5p54rcs48etvgcjd52o?imageView2/2/w/120/format/jpg|imageMogr2/strip",
    "likes": 3,
    "commentDate": "2025-07-12",
    "location": "天津",
    "replyCount": 2,
    "imageUrl": "",
    "isReply": false,
    "replyComments": {
        "0": {
            "commentText": "彩瑛嘛",
            "commenter": "imnevergoingback!",
            "commenterProfileUrl": "/user/profile/595a18a682ec3939ebef390d?channel_type=web_note_detail_r10&parent_page_channel_type=web_user_board&xsec_token=ABR_pq4CGzm2pMn4pSX8Sg2fqDAoA-dGaEOgrXfCrg5Oo=&xsec_source=pc_comment",
            "commenterId": "595a18a682ec3939ebef390d",
            "commenterAvatar": "https://sns-avatar-qc.xhscdn.com/avatar/1040g2jo31ga6hu2g2u0049l9rdcace8doaggsco?imageView2/2/w/120/format/jpg|imageMogr2/strip",
            "likes": 4,
            "commentDate": "2025-07-12",
            "location": "湖南",
            "replyCount": 0,
            "imageUrl": "",
            "isReply": true
        },
        "1": {
            "commentText": "包的",
            "commenter": "爱睡觉的小八",
            "commenterProfileUrl": "/user/profile/64a4db380000000011003bbf?channel_type=web_note_detail_r10&parent_page_channel_type=web_user_board&xsec_token=ABMSIUaw8lPsOGZRUli1SfqxINOzi7kru4iwC_56cGirY=&xsec_source=pc_comment",
            "commenterId": "64a4db380000000011003bbf",
            "commenterAvatar": "https://sns-avatar-qc.xhscdn.com/avatar/1040g2jo3113h9qs8mk6g5p54rcs48etvgcjd52o?imageView2/2/w/120/format/jpg|imageMogr2/strip",
            "likes": 0,
            "commentDate": "2025-07-13",
            "location": "天津",
            "replyCount": 0,
            "imageUrl": "",
            "isReply": true
        }
    }
}

Media Download Output | 媒体下载输出

[
  {
    "url": "https://www.xiaohongshu.com/explore/6883728200000000170308b4?xsec_token=ABMWCnKf9b8XLVg2CgdqGkGO7XFZ2tMp-1jmY8pK67rYM=&xsec_source=pc_feed",
    "noteId": "6883728200000000170308b4",
    "noteType": "normal",
    "title": "西安新店🍶独属于深夜食堂的一人食烧鸟",
    "desc": "#浪漫生活的记录者[话题]# #西安吃喝玩乐[话题]#\n#西安美食[话题]# #约会餐厅[话题]# #烧鸟爱好者[话题]#\n#氛围感食堂[话题]# #烧鸟[话题]# #居酒屋美食[话题]#\n#深夜食堂[话题]# #一人食吃什么[话题]#",
    "imageList": [
      {
        "url": "http://sns-na-i1.xhscdn.com/notes_pre_post/1040g3k031kbr8mlpj41g49on4k4fat8ubq1rm50?imageView2/2/w/5000/h/5000/format/webp/q/90&ap=1&sc=ORIGINAL&sign=b31134ce6ef780b83b63920403726ef2&t=6885945c",
        "width": 2742,
        "height": 3656
      },
      {
        "url": "http://sns-na-i1.xhscdn.com/notes_pre_post/1040g3k031kbr8mlpj42049on4k4fat8u493eslg?imageView2/2/w/5000/h/5000/format/webp/q/90&ap=1&sc=ORIGINAL&sign=e7ceda87c4840e4e13af0cdf2b637374&t=6885945c",
        "width": 3024,
        "height": 4032
      },
      {
        "url": "http://sns-na-i1.xhscdn.com/notes_pre_post/1040g3k031kbr8mlpj42g49on4k4fat8uafsrkfg?imageView2/2/w/5000/h/5000/format/webp/q/90&ap=1&sc=ORIGINAL&sign=ff5e832980e99f1f5328a6be1cc8dfd6&t=6885945c",
        "width": 3024,
        "height": 4032
      },
      {
        "url": "http://sns-na-i1.xhscdn.com/notes_pre_post/1040g3k031kbr8mlpj43049on4k4fat8u0ma0n38?imageView2/2/w/5000/h/5000/format/webp/q/90&ap=1&sc=ORIGINAL&sign=335313f13efc749869d36ccb2a508b4c&t=6885945c",
        "width": 3024,
        "height": 4032
      },
      {
        "url": "http://sns-na-i1.xhscdn.com/notes_pre_post/1040g3k031kbr8mlpj43g49on4k4fat8uh2j0td0?imageView2/2/w/5000/h/5000/format/webp/q/90&ap=1&sc=ORIGINAL&sign=138f933ea44cd4030e648216db4e7f5d&t=6885945c",
        "width": 3024,
        "height": 4032
      },
      {
        "url": "http://sns-na-i1.xhscdn.com/notes_pre_post/1040g3k031kbr8mlpj44049on4k4fat8ut6t6sho?imageView2/2/w/5000/h/5000/format/webp/q/90&ap=1&sc=ORIGINAL&sign=495ae8b6d0a1d5a0afbd02807592fc40&t=6885945c",
        "width": 3024,
        "height": 4032
      }
    ],
    "success": true
  },
  {
    "url": "https://www.xiaohongshu.com/explore/6884b8de0000000010011aa8?xsec_token=ABpVECv8PZdKAFt4DZ2o5wKuGUMpa840xREHnWHlXglj8=&xsec_source=pc_feed",
    "noteId": "6884b8de0000000010011aa8",
    "noteType": "video",
    "title": "这中国小吃绝了，在英国肯定卖爆！",
    "desc": "这中国小吃绝了，在英国肯定卖爆！\n我第一年来中国就吃过这个，跟很多中国零食一样，到现在还是我午餐的常客。太好吃了！要是英国有卖的，绝对会被抢光！\n#英语听力[话题]# #老外爱中国[话题]# #外国人在中国[话题]# #老外吃中餐[话题]# #老外在中国[话题]#",
    "videoList": [
      {
        "url": "http://sns-video-hs.xhscdn.com/stream/1/110/258/01e884b8de810c9f0103700198467586e4_258.mp4",
        "width": 720,
        "height": 1280,
        "duration": 148400,
        "size": 69810019,
        "format": "mp4",
        "qualityType": "HD"
      },
      {
        "url": "http://sns-video-hs.xhscdn.com/stream/1/110/129/01e884b8de810c9f0103700198472223a7_129.mp4",
        "width": 720,
        "height": 1280,
        "duration": 148380,
        "size": 21942233,
        "format": "mp4",
        "qualityType": "HD"
      },
      {
        "url": "http://sns-video-hs.xhscdn.com/stream/1/110/130/01e884b8de810c9f0103700198477f37d3_130.mp4",
        "width": 1080,
        "height": 1920,
        "duration": 148380,
        "size": 36154115,
        "format": "mp4",
        "qualityType": "FHD"
      }
    ],
    "success": true
  }
]

🚀 Features | 功能特性

🔍 Search Module | 搜索模块

• Keyword Mode | 关键词模式: Input one or more keywords and specify note type (all, videoOnly, imageOnly) and sort order (general, latest, hot).
• Extracts full visible note data from Xiaohongshu web + App interfaces.
• Enhances with App-level fields (likes, shares, media assets) for deeper insights.
• 输入一个或多个关键词，并指定笔记类型（all、videoOnly、imageOnly）和排序顺序（general、latest、hot）。
• 从小红书网页 + App 接口提取完整可见笔记数据。
• 增强App级字段（点赞、分享等精准值），提供更深入的洞察。

📊 Note Tracking Module | 笔记追踪模块

• Input target note URLs along with note type for precise tracking.
• Ideal for monitoring specific notes, targeted parsing, or ongoing analysis.
• Ensures accurate field extraction, media parsing, and real-time updates.
• 输入目标笔记URL及笔记类型，实现精确追踪。
• 适用于监控特定笔记、针对性解析或持续分析。
• 保证准确的字段提取、媒体解析和实时更新。

💬 Comment Module | 评论模块

• Input a valid Xiaohongshu post URL to extract all visible comments and replies.
• Utilizes real browser scrolling and behavior simulation for comprehensive capture.
• Outputs clean, structured JSON with timestamps, like counts, and reply hierarchies.
• 输入有效的小红书帖子URL，提取所有可见评论和回复。
• 利用真实浏览器滚动和行为模拟，实现全面捕获。
• 输出干净、结构化的JSON，包括时间戳、点赞数和回复层级。

🎞️ Media Module (Video / Image) | 媒体模块（视频 / 图像）

• Input a valid note URL to handle both image and video notes seamlessly.
• For image notes: Extracts full-resolution image URLs, dimensions, and tags.
• For video notes: Provides multiple-resolution direct video links (e.g., HD _114.mp4, standard _84.mp4).
• 输入有效笔记URL，无缝处理图像和视频笔记。
• 对于图像笔记：提取全分辨率图像URL、尺寸和标签。
• 对于视频笔记：提供多分辨率直接视频链接（例如，高清 _114.mp4、标准 _84.mp4）。

👤 User Page Module | 用户页面模块

• (In development) — Supports author profile extraction and post listing.
• （开发中）——支持作者资料提取和帖子列表。

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🔧 Advanced Features | 高级功能

🧠 Smart Analytics | 智能分析

• Sentiment Analysis | 情感分析: Automatic positive/negative/neutral classification
• Topic Extraction | 话题提取: Identify trending themes and keywords
• User Profiling | 用户画像: Audience demographics and interests
• Content Performance | 内容表现: Engagement prediction and optimization

⚡ Performance Optimizations | 性能优化

• Concurrent Processing | 并发处理: Multiple tasks simultaneously
• Auto Error Recovery | 自动错误恢复: Retry failed requests automatically

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💎 Pricing & Plans | 定价方案

🆓 Free Trial | 免费试用

Perfect for testing and small projects | 测试和小项目的完美选择

• ✅ 3 days full access | 3天完整访问权限
• ✅ All features included | 包含所有功能
• ✅ Email support | 邮件支持

💼 Professional Plan - $15 | 专业版 - $15

Ideal for businesses and researchers | 企业和研究人员的理想选择

• 🚀 Unlimited data extraction | 无限数据提取
• 🚀 All 4 collection modes | 全部4种采集模式
• 🚀 Priority support (24h response) | 优先支持(24小时响应)
• 🚀 Export in all formats | 支持所有导出格式

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🤝 Support | 联系与支持

• 📧 Email Support: laishaohang@gmail.com | 邮件支持

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🔥 Start Your Free Trial Today | 立即开始免费试用

Ready to Transform Your Data Collection? | 准备改变您的数据收集方式？

Get started in under 2 minutes | 2分钟内即可开始 ✅ Full feature access | 完整功能访问
✅ Cancel anytime | 随时可取消

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🏷️ Keywords & Tags | 关键词标签

xiaohongshu scraper | rednote data extraction | chinese social media scraper | social commerce analytics | influencer research tool | market research automation | content analysis ai | sentiment analysis chinese | e-commerce data mining | social listening china

小红书数据采集 | 社交电商分析 | 网红营销工具 | 市场研究自动化 | 内容分析AI | 情感分析工具 | 电商数据挖掘 | 社交媒体监听 | 竞品分析工具 | 用户洞察平台

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❓ Frequently Asked Questions | 常见问题解答

1. Where to Find Datasets? | 数据集在哪里找到？

Since the Actor supports serial processing of multiple modules in a single run, the output page (default result dataset) only pushes a collection summary. You can access the actual result datasets in two ways: First, on the current run success page's output tab on the right under Storage, select Dataset: Default and use the dropdown button to view or download the module-specific result datasets, named run_id-module_name. Second, navigate to the console's left sidebar Storage-Dataset page to view all your result datasets.

由于Actor支持在同一次运行中串行处理多个模块，因此输出页面（默认结果数据集）仅推送采集摘要。您可以通过两个途径访问实际结果数据集：第一，在当前运行成功页面的输出右侧Storage选项卡下，选择Dataset: Default，通过右侧下拉按钮查看或下载分模块结果数据集，命名方式为run_id-模块名称。第二，通过控制台左侧Storage-Dataset页面查看您的全部结果数据集。

2. How Are Result Datasets Returned? | 结果数据集如何回传？

When initiating a multi-module serial task, the Actor returns the result dataset for each completed module sub-task in real-time. Therefore, even if you stop the run midway, you won't lose the datasets from already completed modules.

在发起一次多模块串行任务时，每完成一个模块子任务，Actor会实时回传当前模块的结果数据集。因此，即使中途停止运行，也不会丢失已完成模块的结果数据集。

3. About Usage Costs | 关于使用量费用？

Since the Actor run does not rely on Docker, it maximizes savings on your traffic costs.

由于Actor运行不依赖Docker，这将在最大程度上节省您的流量费用。

4. About the Comment Module | 关于评论模块？

Currently, the comment module uses automated human-like behavior for collection, not relying on packet capture, so it attempts to fetch all comments for each target note. In the future, we will develop a packet-based comment module, allowing you to select the number of comments to fetch, but it may be challenging to reconstruct the comment section by splicing multiple packets. Of course, you will have the option to choose the collection method.

目前评论模块采用自动化拟人行为进行采集，而不依赖抓包解析，因此针对每条目标笔记会尝试获取全量评论。后续我们也将开发基于抓包的评论模块，这种模式允许您选择获取的评论条数，但缺陷在于难以通过拼接多个解析包还原评论区。当然，也将提供选择采集方式的选项。

5. Does Your All-in-One Tool Include User Page Scraping? | 您的all-in-one工具是否包含用户页抓取？

Yes, it's in the plan, but the user page collection module is currently under development. Once fully launched, the price will be adjusted accordingly.

是的，这在计划之中，但目前用户页采集模块正在开发，完整上线后价格也会同步上调。

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📄 Legal & Compliance | 法律与合规

**Important Notice **: This tool is designed for legitimate business, research, and educational purposes. Users must comply with Xiaohongshu's Terms of Service and applicable laws.

重要声明: 本工具专为合法的商业、研究和教育目的而设计。用户必须遵守小红书的服务条款和适用法律。

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Last Updated: July 2025 | 最后更新: 2025年7月