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

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Created by: Yang || yang
Yang

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Last update 4 months ago

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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.