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小红书冷门爆款探测器

Xiaohongshu Niche Viral Content Detector

触发本技能并需要执行完整流程时,必须先读取与本技能同目录下的
references/core_workflow.md
,并完整遵循其中的触发规则、术语规范、数据来源约束、操作步骤、自检清单与注意事项。脚本路径相对于技能目录:
scripts/fetch_explosive_articles.py

When triggering this skill and needing to execute the complete process, you must first read
references/core_workflow.md
in the same directory as this skill, and fully follow the triggering rules, terminology specifications, data source constraints, operation steps, self-checklist, and precautions contained therein. Script path relative to the skill directory:
scripts/fetch_explosive_articles.py
.

1. 简介

1. Introduction

小红书冷门爆款探测器是一款专为内容创作者和营销人员设计的低粉账号爆款挖掘工具,实时生成小红书低粉高互动笔记榜单,筛选粉丝低于5000、互动大于500的优质案例,让内容创作者和品牌方提前抓住那些还没被大V淹没的爆款密码。
通过智能筛选和规律分析,你可以:
  • 📊 获取爆款笔记榜单:实时生成小红书低粉高互动笔记榜单,筛选粉丝量<5000、互动量>500的优质案例,适合快速发现潜力内容。
  • 📈 分析爆款规律:基于榜单数据进行内容洞察,分析标题、话题、形式、互动结构等共性特征,帮你提炼可复用的爆款公式。
  • 🎯 追踪热门趋势:从冷门爆款数据中反向推导当前平台正在上升的内容趋势,提前布局选题方向。
适用于新人博主找对标参考、品牌运营追热点方向、MCN挖掘潜力达人等场景。

Xiaohongshu Niche Viral Content Detector is a viral content mining tool designed specifically for content creators and marketers. It generates real-time Xiaohongshu low-follower high-engagement note rankings, filtering high-quality cases with less than 5000 followers and more than 500 engagements, allowing content creators and brands to seize the viral content secrets that haven't been overshadowed by top influencers in advance.
Through intelligent filtering and pattern analysis, you can:
  • 📊 Obtain viral note rankings: Generate real-time Xiaohongshu low-follower high-engagement note rankings, filtering high-quality cases with <5000 followers and >500 engagements, suitable for quickly discovering potential content.
  • 📈 Analyze viral patterns: Conduct content insights based on ranking data, analyze common features such as titles, topics, formats, and engagement structures to help you extract reusable viral formulas.
  • 🎯 Track hot trends: Reverse-derive the rising content trends on the current platform from niche viral content data, and lay out topic directions in advance.
It is suitable for scenarios such as new bloggers finding reference benchmarks, brand operations chasing hot topic directions, MCNs discovering potential influencers, etc.

2. 功能特性

2. Feature Highlights

🎯 核心功能

🎯 Core Features

  • 📊 低粉爆文筛选:粉丝<5000、互动>500标准筛选,避开头部流量红利,参考性更强
  • 🏷️ 全分类覆盖:支持25个主流内容分类,精准匹配你的内容赛道
  • 📈 自动规律拆解:生成标题特征、内容主题、可复用亮点三维度分析
  • 🔔 每日订阅推送:支持每日固定时间推送最新榜单,不用手动重复查询
  • 📤 双格式输出:自动生成Markdown表格+HTML可视化文件
  • 📊 Low-follower Viral Content Filtering: Filter by the criteria of <5000 followers and >500 engagements, avoiding the traffic dividend of top accounts for more reference value
  • 🏷️ Full Category Coverage: Supports 25 mainstream content categories, accurately matching your content track
  • 📈 Automatic Pattern Dismantling: Generates three-dimensional analysis of title features, content themes, and reusable highlights
  • 🔔 Daily Subscription Push: Supports pushing the latest rankings at a fixed time every day, no need for manual repeated queries
  • 📤 Dual-format Output: Automatically generates Markdown tables + HTML visualization files

✨ 特色亮点

✨ Unique Highlights

  • ⏰ 灵活日期适配:支持指定日期、模糊日期(如"今天")查询
  • 📂 结构化榜单:含序号、笔记信息、互动总数、点赞/评论/收藏/分享数、发布时间
  • ⚡️ 无额外门槛:无需小红书账号、无需API密钥,安装依赖即可使用

  • ⏰ Flexible Date Adaptation: Supports queries with specified dates or fuzzy dates (e.g., "today")
  • 📂 Structured Rankings: Includes serial number, note information, total engagements, likes/comments/saves/shares count, and release time
  • ⚡️ No Extra Thresholds: No need for a Xiaohongshu account or API key, just install dependencies to use

3. 使用指南

3. Usage Guide

基础使用(3步)

Basic Usage (3 Steps)

1. 发起查询

1. Initiate Query

告诉工具你要查询的分类和日期(未指定日期则自动按规则匹配近2天数据):
用户:查2026-04-20美妆类低粉爆款
助手:数据查询标准为粉丝数低于5000、笔记互动大于500,已帮你查询到50条冷门爆文笔记,随后输出榜单+规律分析+订阅选项+HTML文件包
Tell the tool the category and date you want to query (if no date is specified, it will automatically match data from the past 2 days according to rules):
User: Check low-follower viral content in beauty category on 2026-04-20
Assistant: The data query criteria are less than 5000 followers and more than 500 note engagements. 50 niche viral notes have been found for you. The ranking + pattern analysis + subscription options + HTML file package will be output shortly

2. 查看榜单结果

2. View Ranking Results

默认输出TOP20内容,可输入「查看更多」获取全部50条内容:
用户:查看更多
助手:为你展示全部50条冷门爆款笔记
The default output is the TOP20 content. You can enter "View more" to get all 50 entries:
User: View more
Assistant: Showing all 50 niche viral notes for you

3. 订阅推送(可选)

3. Subscribe to Push (Optional)

回复对应数字即可开通每日推送:
用户:1
助手:已为你开通小红书冷门爆款笔记订阅,每日19:30将推送当日TOP50榜单
Reply with the corresponding number to activate daily push:
User: 1
Assistant: Xiaohongshu niche viral note subscription has been activated for you. The daily TOP50 ranking will be pushed at 19:30 every day

常用命令速查

Quick Reference for Common Commands

命令功能
查[日期] [分类]爆款
查询指定日期/分类的爆文榜单
查看更多
展示全部50条内容
订阅
开通每日爆款推送
取消订阅
关闭每日推送服务

CommandFunction
Search [Date] [Category] viral content
Query viral content rankings for specified date/category
View more
Display all 50 entries
Subscribe
Activate daily viral content push
Unsubscribe
Turn off daily push service

5. 使用场景

5. Usage Scenarios

场景适用角色需求描述使用方式
新人博主找对标0粉新手创作者不知道小账号做什么内容能爆,头部博主参考性太低每天查询所在分类的低粉爆款榜单,拆解标题和内容结构,模仿拍摄同款内容
品牌运营追热点品牌小红书运营要跟进平台最新热点,做符合用户喜好的营销内容按周查询相关分类综合爆款,提取近期热门关键词和内容形式,融入品牌推广
MCN挖掘潜力达人MCN内容星探挖掘还没火的潜力博主,降低签约成本每天查看全分类低粉爆款榜单,筛选同领域高互动的新账号,提前沟通签约
内容团队做调研内容策划/运营需要系统性了解平台流量规律,指导内容产出查询多日多分类数据,汇总标题特征和内容规律,形成内部参考资料

ScenarioTarget RoleRequirement DescriptionUsage Method
New Bloggers Finding Benchmarks0-follower novice creatorsUnsure what content can go viral for small accounts, and top bloggers have low reference valueQuery the low-follower viral content ranking in your category every day, dismantle title and content structures, and imitate shooting similar content
Brand Operations Chasing Hot TopicsBrand Xiaohongshu operatorsNeed to follow the latest platform hot topics and create marketing content that meets user preferencesQuery comprehensive viral content in relevant categories weekly, extract recent hot keywords and content formats, and integrate them into brand promotion
MCNs Discovering Potential InfluencersMCN talent scoutsDiscover potential bloggers who haven't become popular yet to reduce signing costsCheck the low-follower viral content ranking across all categories every day, filter new accounts in the same field with high engagement, and communicate for signing in advance
Content Teams Conducting ResearchContent planners/operatorsNeed to systematically understand platform traffic rules to guide content productionQuery multi-day and multi-category data, summarize title features and content patterns, and form internal reference materials