Capability overview
| Workflow stage | Manual approach | Cliperate approach |
|---|---|---|
| Find moments | Review the full recording | Transcribe and score candidate segments |
| Reframe | Crop each shot by hand | Track faces for vertical 9:16 framing |
| Caption | Time captions manually | Generate word-synced animated subtitles |
| Export | Configure every platform separately | Use presets for Shorts, Reels, and TikTok |
First-party product data from the Cliperate repository and hosted application, verified July 27, 2026.
What an AI video clipper should automate
The time-consuming part of short-form production is not one edit. It is repeating the same review, reframing, captioning, and export work for every source video. A useful AI clipper reduces that repetition while keeping the creator in control of the final cut.
Cliperate starts from the source transcript, identifies candidate segments, and scores them for qualities such as hook strength, engagement, value, and shareability. The score is a review aid, not a promise that a clip will go viral.
- YouTube URLs and uploaded video files
- AI-assisted candidate selection
- Face-centered vertical crops
- Editable caption styles and export formats
How the Cliperate workflow works
Paste a YouTube URL or upload a source file. Cliperate transcribes the recording, proposes clip boundaries, and presents the strongest candidates for review. Selected moments can then be rendered as vertical, captioned videos for short-form platforms.
Because Cliperate is open source, teams can inspect the pipeline, choose supported hosted or local language models, and adapt processing to their own infrastructure. A hosted version is also available for creators who do not want to manage deployment.
Who this is built for
The workflow fits podcasters, educators, founders, agencies, and video teams that already produce long-form recordings and need a repeatable way to publish more short-form clips.
It is especially useful when ownership matters: self-hosters retain control of the application and can modify the source instead of depending entirely on a closed editing platform.
Frequently asked questions
What is an AI video clipper?
An AI video clipper analyzes a longer recording and assists with finding short segments, reframing them, adding captions, and preparing exports for short-form platforms.
Can Cliperate turn YouTube videos into Shorts?
Yes. Cliperate accepts YouTube URLs, identifies candidate moments, and can render vertical, captioned clips suitable for YouTube Shorts.
Is Cliperate open source?
Yes. The Cliperate codebase is available under the AGPL-3.0 license and can be self-hosted or modified.