🎣 Qualify TikTok influencers from username with Dumpling AI + GPT-4

⚡ 178 views · 🎣 Lead Generation & Enrichment

💡 Pro Tip — Since TikTok doesn’t have a public API, getting data usually means fragile HTTP scraping. ScraperNode is a community node that gives you clean JSON for TikTok profiles, videos, and comments — drop it into your workflow and skip the parsing.

Description

Who’s it for

This workflow is for marketers, influencer agencies, or outreach teams who want to quickly check if a TikTok user meets certain criteria before adding them to an influencer list. No manual profile checking—just drop in a username, and the system does the rest.

What it does

This workflow takes a TikTok username submitted via form, fetches the user’s profile using Dumpling AI, then evaluates the user using GPT-4 to decide if they qualify for influencer outreach based on predefined rules:

• 40+ videos
• 100,000+ followers
• 300,000+ total likes

It then checks Google Sheets:

• If the user does not exist, it adds a new row
• If the user already exists, it updates the row

How it works

1. Form Trigger: Collects TikTok username
2. Dumpling AI: Pulls TikTok profile (username, ID, followers, videos, likes, etc.)
3. GPT-4: Checks if the user meets outreach criteria
4. Google Sheets:
   • Checks if user already exists
   • Updates or appends user data + qualification status

Requirements

• ✅ Dumpling AI API key (HTTP Header Auth)
• ✅ OpenAI API key (GPT-4)
• ✅ Google Sheets integration with the following columns:
  • Tik Tok user
  • User ID
  • Follower Count
  • Following Count
  • Heart Count
  • Video Count
  • Qualified?

How to customize

• Change the qualification logic in the GPT-4 prompt
• Add additional TikTok data (bio, profile pic, location, etc.)
• Send a notification if the user is qualified
• Push the qualified leads to Airtable, Notion, or your CRM

> This workflow gives you a plug-and-play tool to qualify TikTok influencers instantly using AI—without leaving your browser or spreadsheet.

🔗 Nodes Used

Google Sheets, HTTP Request, n8n Form Trigger, OpenAI

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup