Find the moments worth clipping without re-listening to the episode

A weekly podcast produces hours of raw material and most of it never gets clipped, not because it isn't good but because finding the three minutes worth cutting means listening back through the whole thing. That cost adds up fast for anyone publishing on a schedule.

Cliperate transcribes the full episode once and scores every candidate segment against hook strength, engagement, standalone value, and shareability, so the review step is reading a ranked list instead of re-listening at normal speed.

Many podcasts already publish a video version to YouTube alongside the audio feed. Paste that URL directly, or upload the raw recording file if the show is audio-only — either way, Cliperate runs the same transcription and scoring pass.

If there's a video feed, framing tracks whoever is talking; for audio-only sources, the export can still carry word-synced captions over the episode artwork or a waveform layout.

The shows that consistently publish shorts tend to treat each episode as a source library rather than a one-time upload: run it through once, pull three or four candidates, and schedule them across the week instead of posting them all the day the episode drops.

Free plan covers three clip generations a month, which is enough to try the workflow against a couple of real episodes before deciding whether it fits a weekly publishing schedule.