For creators who treat the algorithm like a casino.
Every video you ship is a coin-flip, and the algorithm punishes losers fast. Soma turns posting into a forecast — see your retention curve before publish, fix it, and ship with confidence.
BUILT FOR
You are running a media company on vibes.
You shoot. You cut. You post. You hope. The first 60 minutes of distribution decides the next 6 months of growth — and you've optimised it on instinct alone. Burn-out follows.
Where it hurts most.
You bet your week on the first 3 seconds.
Algorithms decide in the cognitive window before viewers blink — and you have no way to test it before you publish.
Posting blind means burning footage.
Every shoot leaves 80% of the footage on the cutting-room floor. Soma surfaces what you missed.
No two videos perform the same.
Without a model, you can't see why one video popped and another tanked. Pattern blindness kills compounding growth.
A second opinion before every upload.
Drop the export into Soma, get a frame-by-frame retention forecast, fix the 3-second hook and the 22-second slump, then ship. Build a private archetype library from your past winners so every shoot starts ahead.
Connect your channel
Plug in YouTube, TikTok, Instagram, or Snapchat. Soma maps your archetypes in under 24 hours.
Score every cut pre-publish
Drop the export into Soma. Get a frame-by-frame retention forecast and ms-precise cut suggestions.
Publish with proof
Ship the version Soma forecasts will retain. Capture more of the algorithm-rewarded shape, every time.
What changes after switch-on.
+80%
5-sec survival rate
Identify and fix the hook before publish — match the algorithm-rewarded shape.
20+
Cuts per long-form
One YouTube essay → twenty Shorts/Reels/TikToks, ranked by predicted retention.
3.2x
Mid-video watch-time
Pacing fixes recover the slump where most viewers leave.
See your channel's winning archetypes
Connect your channel — Soma maps the recurring structure of your most retentive videos so every new post starts from a proven formula, not a blank slate.
Get a free channel auditCommon questions.
Quick answers about how this works for your team.
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I'm a solo creator. Is this overkill?
It's the opposite. Solo creators have the least time to A/B test. Soma replaces the test with a pre-publish forecast — minutes per video, not weeks.
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Will it work on my niche topic?
Cognitive load and pattern-interrupt detection are content-agnostic. The model is multi-lingual and trained across genres — from finance breakdowns to gym vlogs.
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Will my footage be used to train other creators' models?
No. Your data stays in your tenant. Pattern extraction runs on your channel only.
Ready to ship with proof?
Drop in a recent creators & influencers cut. We'll show you the retention curve before you publish.
Try Soma free Or book a call