Case Study voodoo.tube

One long video into a week of viral shorts.

Voodoo.tube watches a long-form video, finds the moments worth clipping, and ships captioned shorts scored for virality. We built the platform end to end, and it was later acquired.

Client
Voodoo.tube
Sector
AI · Video / Creators
Engagement
Full platform build
Timeline
2024 · since acquired
Platform
Web app · AI
Voodoo.tube — creator team reviewing video clips
A creator workflow for finding the short clips hidden inside long videos.
By the numbers
AcquiredThe outcome
1,000sVideos / month at peak
~30 minTo clip a 1-hr video
LiveStill at voodoo.tube

The best 30 seconds are buried in an hour of footage.

Creators and podcasters sit on hours of long-form video while their audience lives on shorts. Bridging the two is brutal, manual work: watch the whole thing, find the moments that pop, cut them to vertical, caption them, and hope you guessed right.

Voodoo.tube set out to make that judgement call on its own, reading a video well enough to surface the clips worth posting rather than chopping it into arbitrary pieces.

Paste a link, get back posts.

Drop in a video URL and the platform handles the rest. It transcribes the audio, analyzes the content, and pulls the high-potential moments into finished vertical clips, each one captioned and rated.

The end-to-end flow we built

  • Ingest from a URL or upload, with no manual editing setup
  • Transcription and moment-detection to find what's clip-worthy
  • Auto-cut vertical clips with styled, timed captions
  • A virality score per clip, plus one-tap export to the major platforms
See it work

Demo: upload to analysis to finished, scored clips

The outcome

At its peak, the platform was turning thousands of long-form videos into short-form every month, each one clipped, captioned and scored without a human in the loop. Then it sold.

Voodoo.tube AI video platform · acquired
Visit Voodoo.tube →

Thousands of videos a month, and an exit.

Voodoo.tube grew into a platform processing thousands of videos every month, with generation time running at roughly half a clip's source length, so a one-hour video turned around in about thirty minutes.

It worked well enough to be acquired, and the product is still live at voodoo.tube today. This is the outcome we build for: software that earns its place, then outlives the engagement.

Next.js TypeScript Python Speech-to-text LLMs FFmpeg Job queues Cloud GPU
Our role
End-to-end build
Surface
Web app
Pipeline
Ingest → clip → score
Status
Live · acquired
Project partner Abhishek Gawade

Want a build like this? Start with a software audit, see how we build, or read the guide to building software without a tech team.

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