Auto-Scrape TikTok User Data via Dumpling AI & Segment in Airtable
Overview
This n8n workflow automatically scrapes TikTok profile data using Dumpling AI and segments it in Airtable based on follower count. It monitors new entries in an Airtable table, fetches TikTok statistics for each username, and updates the same Airtable record with either basic or full data depending on the follower count.
This is ideal for influencer outreach, creator tracking, or campaign list building.
Tools Used
n8n – for workflow automation
Dumpling AI – to scrape TikTok public profile data
Airtable – to log, store, and manage usernames and metrics
⚙️ Node-by-Node Breakdown
🔁 Node 1: Watch for New TikTok Handles in Airtable
Type: Airtable Trigger
Purpose: Watches for new rows in the Airtable table where TikTok usernames are added.
Configuration:
Trigger Field: Tik tok username
Base and Table: Connect to your Airtable base and sheet
Trigger Behavior: The workflow starts as soon as a new row is detected.
Node 2: Get TikTok Profile Data via Dumpling AI
Type: HTTP Request
Purpose: Sends TikTok handle to Dumpling AI and returns stats like followers, likes, and videos.
Endpoint: https://app.dumplingai.com/api/v1/get-tiktok-profile
Method: POST
Body:
{
"handle": "{{ $json.fields['Tik tok username'] }}"
}
Returned Fields Include:
user.id
stats.followerCount
stats.followingCount
stats.heart
stats.videoCount
user.avatarThumb
Node 3: Check if Follower Count is 100k or More
Type: IF
Purpose: Filters users based on follower count threshold.
Condition:
{{ $json.stats.followerCount }} >= 100000
Routing:
True: Update record with full TikTok details
False: Update record with basic TikTok stats
Node 4A: Update Record with Basic TikTok Stats
Type: Airtable Update
Purpose: Updates the same record in Airtable for users below the 100k threshold.
Fields Updated:
Tik tok username
id (Airtable Record ID)
ID (TikTok user ID)
followerCount
followingCount
heartCount
videoCount
Matching Key: id
📝 Node 4B: Update Record with All TikTok Stats
Type: Airtable Update
Purpose: Updates the same record in Airtable for users with 100k+ followers.
Fields Updated:
Everything from Node 4A
avatarLarger – Profile picture URL
Matching Key: id
Pro Tips
Use avatar Larger to display profile thumbnails
Extend the logic with date stamps or creator tier tags
Add Slack or email notifications for creators that qualify
Conclusion
This workflow provides an intelligent pipeline for enriching and segmenting TikTok influencer records. Instead of manually researching profile data, you can use Dumpling AI to fetch it automatically and update Airtable for real-time visibility.
It starts the moment a TikTok username is added — and updates your CRM in minutes with reliable data. Let me know if you want to expand this for bulk processing or creator outreach automation.
Download the blueprint used in this blog post
Click here to access the blueprint.