Content Flywheel

Creators & Streamers

Build mine
Saturday ranked grind — 4h 12m VOD

VOD heat — chat velocity × retention

4:12 total

0:00 heat spikes = your best moments, found automatically 4:12

Simulated VOD & schedule — interactive prototype. Production runs on your actual stream archive and social accounts, with your approval in the loop.

Under the hood

What you just played with

A post-stream content pipeline, simulated end to end. The VOD timeline shows heat — chat velocity and viewer retention — and the flywheel does what an editor would: cuts clips from the peaks, writes platform-native captions, and fills a week of scheduled slots across TikTok, Shorts, X, and the newsletter.

The approval gate matters: reject a clip and watch its calendar slots empty — the creator stays in charge, the busywork doesn't.

The stat line is the pitch: one stream → double-digit scheduled pieces → zero editing hours. Compare that to the honest number of hours the same week of content costs by hand.

Why it wins

Creators don't have a content problem — they have a packaging problem. The best material already happened on stream; it just dies in the VOD because clipping, captioning, and scheduling is a second job. Hype Chain (the other creator demo) captures the moment live; the flywheel makes sure the rest of the stream keeps working for days after it ends.

What we'd wire up for you

  • VOD ingest + heat analysis — chat-log velocity and retention curves find the peaks (Twitch/YouTube)
  • Auto-clipping pipeline — cuts, vertical crops, burned-in captions in your style
  • Caption + hook drafting tuned to each platform's format, in your voice
  • Approval gate → scheduler — nothing posts without your tap; approved pieces schedule themselves (TikTok, Shorts, X, newsletter)
  • Recap report — which pieces earned attention, feeding the next week's cut list

Interactive prototype. The VOD, heat data, and schedule here are simulated to show the flow. The production system runs on your actual stream archive and accounts.

Want this running for your business?

One stream in. A week of content out.

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Demos marked "simulated" run on scripted data to show the mechanics. The lead-qualifier form is fully live.