YouTube Shorts Virality Predictor
Free AI YouTube Shorts virality predictor
Test a Short before it goes live. The audience lab shows a simulated audience your video and reports the hook, the drop-off points and what to change.
Free to set up. Create an account to run it; your input is kept.
How it works
- 1
Drop the Short or paste its link.
- 2
Read the hook strength and drop-off points.
- 3
Apply the fixes, then post with more confidence.
Questions
Does a high score guarantee views?
No. It is a simulated audience test. It points out weak spots; it cannot promise views or subscribers.
Does it test long-form videos too?
It is built for Shorts-length vertical video. Long-form videos can be tested, but the report focuses on the first seconds.
Is it free?
The interface is free to try. Running the AI uses credits from a Market4Me plan, and the app shows what it will cost before anything runs.
Do I need an account?
Yes, to run it. Add your input, press the button, create an account, and you come straight back here with your input kept.