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TikTok Trend Finder
Know what's about to trend in your niche — before everyone else does.
About the build
The Trend Finder runs unattended every morning: it scrapes TikTok across six niches, deep-watches the top performers, builds contact sheets, and uses AI to classify hooks and formats. The results flow into clean, auto-updating trend dashboards in Notion, with self-healing health checks that raise an alert the moment a source breaks. Python and Playwright behind a fully deterministic run pipeline, isolated so one stuck source can never hang the whole job.
How it works
- 1Every morning it scrapes TikTok across your niches — hashtags and search terms you choose.
- 2It ranks the top performers and deep-watches each one, building a contact sheet of the video.
- 3AI classifies every video: the hook, the format, and why it actually worked.
- 4The results flow into clean, auto-updating trend dashboards in your Notion.
- 5Self-healing health checks ping you the moment a source breaks — so it never dies quietly.
Want something like this?
Tell me the outcome you need. If it's a fit, we'll talk scope, price and a date.