Paste any video URL
Embed the cut live, then deconstruct cuts-per-minute, faces, hooks and on-screen text into a forecast attention curve — with a recommended overlay moment.
YouTube · X / Twitter · Instagram · e.g. youtube.com/watch?v=… x.com/…/status/… instagram.com/reel/…
Live embed
Graphical deconstruction
Demo multimodal model
Cuts per minute
timeline
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Faces on screen
intensity
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Chorus / hook markers
On-screen text moments
Attention curve
· 0:00 – 3:30
Engineered forecast · stakeholder walkthrough
Peak score
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Window
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Overlay @
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Attention index
Recommended overlay
▲ Chorus / hook
History · previous deconstructions
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