Retention OS — planned
Know if your idea will retain viewers before you film.
Retention OS predicts how long viewers will watch your video — before you record a single frame. Fix the structure in pre-production, not in post.
Available today
Retention analysis you can use now
Intelligence Hub already analyses retention on any published video URL (30 analyses/month on Creator, 90 on Pro, 300 on Agency).
The full pre-record concept-prediction surface ships Q4 2026.
The problem
By the time your analytics show a retention problem, it's too late
You make the video. You publish it. Three days later the analytics show a massive drop-off at the 2-minute mark. Now what? You can't re-film it. You can't fix the structure. You can only watch the views stall.
Retention OS moves the diagnosis to pre-production. Describe your concept before you hit record and get a AI-estimated retention curve, drop-off risk points, and specific fixes — while you still have time to use them.
How it works
Predict, fix, then film
01
Describe your video concept
Paste your title, hook, and rough video structure. Retention OS reads the concept — not just the keywords.
02
AI analyzes retention patterns
We compare your concept against retention patterns from outlier videos in your niche. The AI identifies where concepts like yours tend to lose viewers — and why.
03
Get a retention prediction
Receive a predicted average view duration, drop-off risk points by section, and specific pre-production recommendations to improve retention before you film.
What's planned
What Retention OS will include
- Concept-level retention prediction
- Drop-off risk identification by section
- Hook strength scoring
- Comparison against niche outlier patterns
- Pre-production retention brief
- Builds on Intelligence Hub outlier data
Related features
Works with the rest of the platform
See all VANTAGEVID features, or start with a feature that pairs with this one.
FAQ
Retention OS questions, answered
What is Retention OS?
Retention OS predicts how well a video idea will hold viewers before you film it. You describe the concept and it returns a predicted average view duration, drop-off risk points by section, and pre-production recommendations.
Is Retention OS available now?
The full pre-record concept-prediction surface ships in Q4 2026. Until then, Intelligence Hub already analyses retention on any published video URL, with 30 analyses a month on Creator, 90 on Pro and 300 on Agency.
How does Retention OS work with Script OS?
Script OS already maps a AI-estimated retention score onto every section of a script you generate. Retention OS applies the same idea earlier, to the concept itself, before you write or record anything.
How do I get early access to Retention OS?
Join the waitlist. Retention OS is on the roadmap for Q4 2026, and waitlist members are invited in batches before public launch.
Be first to predict retention before you film
Retention OS launches in Q4 2026. Join the waitlist to be invited before public launch.