In Cross-border Short Video E-commerce and Content Operation, Real-time Tracking of Competitor or Target User's TikTok Content Dynamics is Becoming Increasingly Important. This Article Will Introduce How to Quickly Build an Automated TikTok Video Monitoring System Using TikHub API + Claude Code + n8n Workflow, and Achieve Abnormal Alerts and Content Update Push Through Enterprise WeChat, WeChat Robots, etc.
🧩 System Architecture Overview
The entire system is divided into three parts:
- Data Collection: Use the TikHub API to retrieve user homepage video data;
- Logical Judgment: Use Claude Code (or other LLM like GPT-4o) to analyze data to see if it meets the push conditions;
- Workflow Control and Notification Sending: Use n8n to implement automated workflow control and WeChat push.
System Flowchart:
1[Scheduled Trigger] → [TikHub API Pulls Video Data] → [Claude Code Checks for Triggering Alert] → [WeChat Push Node]
2🛠 Step One: Retrieving TikTok Video Data - Using TikHub API
TikHub is a social media data API service platform for developers, supporting TikTok, Instagram, X, and other platforms.
We will use the following interface to retrieve user homepage videos:
API Documentation:
1GET /api/v1/tiktok/app/v3/fetch_user_post_videos
2Request Parameters:
| Parameter Name | Description |
|---|---|
sec_user_id | User's sec_user_id, recommended |
max_cursor | Paging parameter, pass 0 for the first page |
count | Maximum number of items to retrieve per request, default 20 |
sort_type | Sorting method (0 Latest, 1 Trending) |
unique_id | User unique ID, backup parameter |
Python Request Example:
1import requests
2
3headers = {"Authorization": "Bearer YOUR_API_KEY"}
4params = {
5 "sec_user_id": "MS4wLjABAAA...",
6 "count": 10,
7 "sort_type": 0
8}
9
10res = requests.get("https://api.tikhub.io/api/v1/tiktok/app/v3/fetch_user_post_videos", headers=headers, params=params)
11data = res.json()
12videos = data["data"]["videos"]
13👉 快速接入 TikHub:https://api.tikhub.io
📚 官方文档:https://docs.tikhub.io
💬 用户中心:https://user.tikhub.io
🤖 Step Two: Using Claude Code to Determine if a Push Should Be Triggered
Next, we use Claude Code (or OpenAI Function Calling) to perform logical judgments on video content. For example:
- Detecting trending videos (likes exceeding expectations)
- Detecting sensitive words
- Detecting sudden increases in video count
- Detecting a lack of video uploads for three consecutive days
Example Code:
1def should_notify(video_list):
2 for v in video_list:
3 if v['digg_count'] > 100000:
4 return True, f"Trending Alert: {v['desc'][:20]}..."
5 return False, ""
6You can have the LLM automatically analyze, or perform local judgments. We recommend using Claude or GPT to analyze video content keywords, sentiment, and tags.
🔁 Step Three: n8n for Automated Workflow + WeChat Push
n8n is a powerful low-code workflow tool that can be deployed locally or on a server. We will configure the following nodes:
Node Workflow:
- Cron Timer (triggered every hour)
- HTTP Request Node → Calls the TikHub interface
- Function Node → Calls Claude/OpenAI for judgment
- Conditional Judgment If → If a push is required
- Webhook or Enterprise WeChat Robot Node → Sends notifications
WeChat Robot Push Example:
1POST https://qyapi.weixin.qq.com/cgi-bin/webhook/send?key=xxx
2
3{
4 "msgtype": "markdown",
5 "markdown": {
6 "content": "🚨 <font color=\"warning\">Trending Video Alert</font>\nAccount:@xxx\nTitle:xxxx\nLikes:123456"
7 }
8}
9🌟 Result Display
The final system will have the following features:
- Automatically retrieves the latest videos from multiple TikTok creators you specify at set intervals;
- Detects trending videos, anomalies, or specific keywords in the content;
- Automatically sends WeChat messages when conditions are met;
- Fully automated operation, with logging and alerts.
🔗 Summary: Best Practices for Agile Social Monitoring System Building
By leveraging the reliable data retrieval capabilities of the TikHub API, combining intelligent judgment with Claude Code, and using n8n for flexible orchestration, you can build an enterprise-level video monitoring and content alert system without extensive coding.
📌 项目推荐组合:
| Tool/Service | Description |
|---|---|
| TikHub API | Quickly retrieves TikTok video data |
| Claude Code / GPT | Content analysis, triggering judgment |
| n8n | Automated workflow management |
| WeChat Robot | Notification channels |
If you'd like to try a similar project, visit 👉 TikHub Website to register and test. We offer free daily quotas for new users.
Feel free to leave any questions or discuss them in the TikHub Discord Community!