🎣 Auto-scrape TikTok user data via Dumpling AI and Segment in Airtable

⚡ 1,145 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 is this for?

This workflow is for social media agencies, influencer marketers, and brand managers who need to automatically qualify TikTok creators based on their follower metrics. It’s especially useful for teams managing influencer outreach campaigns or building talent databases.

What problem is this workflow solving?

Manually tracking TikTok user stats is time-consuming and inconsistent. This automation instantly pulls TikTok profile data and only saves creators who meet a defined follower threshold. It removes manual vetting, reduces spreadsheet work, and makes influencer qualification scalable.

What this workflow does

This workflow uses Airtable as the trigger, Dumpling AI to scrape TikTok profile information, and a logic condition to check if the profile has more than 100k followers. Qualified profiles are updated with full metrics and stored back in Airtable.

Setup

1. Airtable Setup

   • Create a table with a field named Tik tok username
   • Connect your Airtable account to n8n using a Personal Access Token
   • Set up a trigger to run when a new TikTok username is added

2. Dumpling AI

   • Sign up at Dumpling AI
   • Create a Dumpling AI credential in n8n using your API key
   • The HTTP node sends the TikTok handle to Dumpling’s /get-tiktok-profile endpoint

3. Configure Filter

   • The IF node checks if followerCount is greater than or equal to 100000

4. Airtable Update

   • If qualified, the record is updated with:
     • ID (TikTok ID)
     • followerCount
     • followingCount
     • heartCount
     • videoCount

How to customize this workflow to your needs

• Change the follower count threshold to fit your campaign (e.g. 10K, 500K, 1M)
• Add fields like engagement rate, niche tags, or scraped bio
• Chain additional steps like sending approved creators to your CRM or triggering outreach messages
• Add another filter to exclude private or inactive accounts

🔗 Nodes Used

Airtable, HTTP Request, Airtable Trigger

📥 Import

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

📖 Importing guide · 🔑 Credential setup