Automate TikTok Data Extraction and Analysis with Dumpling AI and Google Sheets
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Effortlessly scrape TikTok profile data and video transcripts, then automatically save them to Google Sheets. This workflow empowers you to gain deeper insights into TikTok trends and creator performance.
About This Workflow
This n8n workflow streamlines the process of collecting valuable data from TikTok. It begins by monitoring a Google Sheet for new TikTok video links. Once a link is detected, the workflow extracts the TikTok username and then utilizes Dumpling AI to fetch detailed profile statistics and the transcript of the associated video. All this information, including follower counts, engagement metrics, and video transcripts, is then meticulously organized and saved into your Google Sheet. This automated solution is ideal for marketers, researchers, and content creators looking to track TikTok trends, analyze competitor performance, or gather data for content strategy development. Save hours of manual work and unlock actionable insights from the dynamic world of TikTok.
Key Features
- Automated TikTok Data Collection: Monitor a Google Sheet for new TikTok URLs and trigger data extraction automatically.
- Comprehensive Profile Analysis: Gather key metrics like follower count, following count, video count, and total likes for any TikTok profile.
- Video Transcript Extraction: Obtain accurate transcripts for TikTok videos, crucial for content analysis and accessibility.
- Seamless Google Sheets Integration: Automatically append extracted data to your specified Google Sheet for easy access and further analysis.
- Powered by Dumpling AI: Leverage the advanced capabilities of Dumpling AI for accurate and efficient data retrieval.
How To Use
- Set up Google Sheets: Create a Google Sheet with a column (e.g., 'USERNAME Video') to paste your TikTok video URLs. Ensure you have your Google Sheets credentials configured in n8n.
- Configure Google Sheets Trigger: In the 'Watch for New TikTok Links in Sheet' node, specify your Google Sheet document and the sheet name. Set the trigger to 'rowAdded' and 'everyMinute' for regular checks.
- Configure Dumpling AI Credentials: Ensure your Dumpling AI API key is set up as an HTTP Header authentication credential in n8n.
- Verify Node Connections: Connect the nodes as shown in the workflow diagram: Google Sheets Trigger -> Extract Username -> Get TikTok Profile Data -> Get TikTok Video Transcript -> Save to Google Sheet.
- Review and Refine: Check the parameters in the 'Extract Username', 'Get TikTok Profile Data', 'Get TikTok Video Transcript', and 'Save Profile Stats and Transcript to Google Sheet' nodes to ensure they correctly reference the data from previous nodes and your desired output columns.
Apps Used
Workflow JSON
{
"id": "79afd87f-0ea5-455c-85ed-0f551b7358f5",
"name": "Automate TikTok Data Extraction and Analysis with Dumpling AI and Google Sheets",
"nodes": 23,
"category": "Marketing",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: 79afd87f-0ea5...
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