Image and video decision

clippo

A technical user can build a basic auto-clip-and-post workflow (ingest, highlight selection, render, YouTube uploads) using existing OSS components, but Clippo's agent integrations, proprietary layout engine and production polish make the paid product still valuable for automated, always-on creator workflows.

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Built by Max Blade, who ships 3 products in this index

You pay

$19/mo

$228/yr

Read off the official pricing page.

You’d pay instead

$100one-off60 h to build

$150/mo6 h/mo upkeep

On cash alone, building overtakes the subscription at 9 seats.

Open-source builds that already do this

Every project below is open source and already does this job today. Fork one, self-host it, or take the parts you need - the build prompt further down assumes an empty file, and this is the shortcut past that. Licences differ; check the one on each card before you ship. All clippo alternatives, with the arithmetic →

What a replacement has to do

  • Ingest a stream/VOD URL, extract and transcode source video, run automated highlight detection to pick short moments, render vertical Shorts with basic layouts and captions, and schedule/post clips to YouTube via API.

What it still won’t have

  • Perceptron auto layouts (proprietary layout/formatting engine)
  • Agentic control API and out-of-the-box AI-agent integrations
  • Priority support, onboarding, and managed uptime/ops
  • Polished unlimited workflow, pre-built scheduling and scaling

What remains hard

  • Product polish and ongoing maintenance
Read the build prompt

First-year cost

Keep paying

Paying is—cheaper in year one.

On cash alone, building overtakes the subscription at 9 seats.

Paid seatsseats

Money you would actually spend

Keep paying
—

Subscription price × seats × 12

Build it
—

AI build —APIs + hosting —

Time you would spend

—

—

What you would spend

What we assumed

The verdict above measures whether you could build it. This one is only about money.

Runnable build prompt

Not run yet
Build a minimal Clippo-like service using Python (FastAPI) + PostgreSQL + Redis + Docker. Core features in scope: 1) accept a pasted YouTube/Twitch/VOD URL and download the source to object storage (S3-compatible); 2) run ASR (whisper or FunASR) and a simple heuristics-based highlight scorer to pick N clips per source; 3) transcode and render vertical Shorts using moviepy or FFmpeg with caption burn-in and three layout presets (classic, 50/50, full zoom); 4) OAuth-based YouTube integration and a scheduler to auto-upload queued clips at configured intervals; 5) a minimal web UI to submit URLs, review auto-selected clips, configure schedule, and view upload history. Out of scope: training custom models, multi-tenant billing, cross-posting to TikTok/Instagram, and advanced Perceptron auto-layouts. Include error handling, retries for downloads/uploads, unit tests for core APIs, and Docker Compose for local dev and deployment.
How we checked4 sources · 2/3 runs agreed · evidence score 63

How the score was reached

  • Partly verdict base52
  • An open-source build was found+5
  • 4 cited sources+3
  • Price verified on pricing page+3
  • Evidence score63

The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.

How scoring works →

Cited sources · 4

Every page the run actually retrieved.

Integrity checks

What held up, and what did not.

✓ Price read off the page! 2 of 3 runs agreed; the verdict is the majority✓ Citations limited to fetched pages! 1 moat recorded