How I automated viral TikTok script creation for any niche
I built an automated workflow that finds top-performing TikTok videos in any niche, transcribes them, and generates customized scripts adapted to specific products — saving hours of manual research.
Challenge
I was wasting hours every time I needed TikTok scripts for a product — scrolling endlessly, transcribing viral videos, and trying to figure out what made them work. The results were inconsistent, and I never knew if I was actually capturing the right elements. There had to be a better way.
Solution
I built an automated workflow using Gumloop that does the entire process automatically. You just input your product description and niche keywords, and the automation handles everything else.
The automation searches TikTok for top-performing videos in the specified niche, downloads them, and transcribes the audio. Then it uses AI to analyze what makes each video effective — the hook, structure, pacing, and engagement tactics. Finally, it generates brand-new scripts that adapt those proven elements to your specific product.
All generated scripts are automatically saved to Airtable with the original video data, transcription, and new customized script — making it easy to review, compare, and pick the best ones for production.
Results
The automation generates 1-5 customized scripts in under 5 minutes — a process that would normally take 3+ hours of manual work.
- Each script is based on proven viral content, increasing the likelihood of engagement and views
- Users can generate scripts for multiple products across different niches without repetitive manual research
- The Airtable integration keeps everything organized and accessible for teams