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AI video quality checker for creators

AI video quality checker for creators

Jun 14, 2026 Other

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AI video quality checker for creators

About

I kept publishing videos with problems I only noticed afterwards — audio too quiet, a saggy middle, a weak first 5 seconds. Every "YouTube tool" is about tags/keywords/thumbnails; nothing actually looks at the video itself. So I built CutScore. It runs MEASURED analysis (ffmpeg / OpenCV / EBU R128 loudness — not vibes) across 13 axes: loudness & true peak, average shot length / cut rhythm, framing & rule-of-thirds, hook strength, dead air… It auto-detects the genre (vlog vs tut...

Comments (4)

Sonya Kris Sonya Kris 3 weeks ago

does it detect

Ona Gerlach Ona Gerlach 3 weeks ago

whats the stack, how does it actually detect pacing problems

Juliet Hoppe Juliet Hoppe 3 weeks ago

whats the stack, ffmpeg + custom models?

Dorris D'Amore Dorris D'Amore 3 weeks ago

guessing ffmpeg for the audio analysis pipeline