Know how your next video could perform before you publish.
Clario analyzes your title, thumbnail, topic and audience against historical YouTube data, so you can make better decisions and publish with confidence.
Benchmarked against real historical YouTube data
I tried investing $1,000 for 30 days
Finance · 12 min · 48k subscribers
Performance potential
0/ 100
Title
83
Audience
87
Thumbnail
71
How it works
Creators often publish without knowing whether the topic, packaging and audience fit are strong relative to comparable videos. Clario lets you check an idea before you spend hours producing it.
1
Describe your video
Enter the title, channel size, category and length. Add a thumbnail or script for a sharper read.
2
Get a scored forecast
Your plan is compared with similar historical videos and scored out of 100 across eight factors, each with its reasoning.
3
Improve before publishing
See which changes would raise the score, switch them on and off, and check the projected result.
An example forecast
Illustrative values, laid out the way results appear in the app.
Performance potential
0/ 100Strong potential
Example analysis
Performance breakdown
Why this video could perform
Strong topic-market fit
Investment challenges have historically performed well among comparable finance channels.
Your title is strong
The 30-day challenge creates a clear curiosity gap and sets expectations.
Thumbnail is the main weakness
Comparable high-performing videos tend to use stronger visual contrast and clearer focus.
Compared with similar historical videos
Built on historical YouTube performance data
Every score is traceable. Your video is compared with historical videos of comparable audience scale, category, format and packaging, and each factor shows the reasoning behind it.
Real historical videos
Benchmark videos with views, subscribers, engagement, length and format.
Similarity matching
Weighted across subscriber scale, category, creator type, length and title shape.
Transparent scoring
Each factor is scored out of 100 and comes with its own explanation.
Honest confidence
Low-evidence forecasts are labelled instead of dressed up as certainty.
Performance forecasts are estimates based on historical patterns and are not guarantees of future views.
Test your next video before you publish.
Analyze your video