YouTube viral video finder and Shorts analyzer that identifies breakout hits from small channels
Product opportunity intelligence for makers
Stage
Not given
MVP
Founded
Not given
Not given
Based in
Not given
US
Pricing model
Free
Freemium
Pricing
Free forever plan with 10 website searches per account per day. Browse all rankings and video details without logging in. No credit card required.
Free tools available (STL repair, 3D print cost calculator, UV printing profit calculator). Standard: $9.99 USD/month. Operator: $19.99 USD/month (founding offer: $9.99/month for first 12 months, or $9.99 for first 2 months for other new subscribers). 30-day free trial of Operator available; no card
Key features
Search across 150+ regions with advanced filtering by view counts, subscriber limits, date ranges, and categories
Filter results by 55+ niche tracks including Science, Space, Health, Psychology and more
Search both YouTube Shorts and long-form videos with format filters
View-to-subscriber ratio ranking to identify viral breakouts from small channels
Export results to CSV with title, URL, views, subscribers, ratio, and publication date
Viral score grading on momentum and originality to skip noise
Smart exclusions filtering out live streams, premieres, and hidden subscriber channels
Interface available in 9 languages
Design discovery and marketplace signal comparison
Commercial-use license filters
3D print cost estimates
Machine comparisons and production planning
STL file inspection and repair
Marketplace opportunity radar
Business planner for production costs
UV printing profit calculator
What makes it different
Focuses on viral potential through view-to-subscriber ratio rather than channel size or subscriber count
Identifies breakout videos from small channels before big creators notice them
Real-time scanning across 150+ regions with data updated continuously
Browse and research without login; 10 searches per day for logged-in users at no cost
Built for teams with batch URL copying and CSV export for content planning and client reporting
Research questions backed by marketplace evidence instead of guesswork
Accounts for all production costs including labor, failures, and channel fees
Distinguishes between maker downloads and actual buyer demand
Free tools including STL repair and cost calculators
Guides makers through discovery, analysis, evaluation and action stages
ShortsMonkey
MeshNomics