Scrape TikTok profile & transcript with Dumpling AI and save to Google Sheets

Who is this for?

This workflow is built for marketers, researchers, and content analysts who need to monitor TikTok content, analyze user data, or track trends across influencers. It's useful for agencies that manage creators or want to keep an organized record of profile performance and video content for reporting or outreach.

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What problem is this workflow solving?

Instead of manually checking TikTok profiles or watching videos to understand performance or content, this workflow automates everything. It extracts both profile statistics and full video transcripts, then logs them in Google Sheets for easy access, filtering, and segmentation.

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What this workflow does

The automation watches for new TikTok video URLs added to a Google Sheet. When a new row is detected: