This system automates TikTok content analysis by scraping trending videos via Apify and managing topic data in Airtable. It downloads videos, stores them temporarily on Google Drive, and then leverages Google’s Gemini AI to extract key metrics such as hooks, visual cues, view counts, and captions. The workflow uses scheduled triggers and iterative processing to update Airtable records. Developed by MagicOps AI, the free template streamlines viral content strategy.

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