Viral Prediction

Know If It'll Go Viral Before You Film

Stop gambling your production time. AI-powered virality scoring tells you which video concepts have breakout potential — before you hit record.

2.8M+
Videos Predicted
89%
Prediction Accuracy
50K+
Viral Patterns DB
11x
Avg View Boost
How It Works

Simple as 1-2-3

1

Input Your Video Concept

Enter your title, thumbnail, topic, and planned publish time. The more details you provide, the more accurate the viral prediction becomes.

2

Get Your Virality Score

Receive a 0-100 virality score with detailed breakdowns across five dimensions: topic timing, title appeal, thumbnail impact, audience fit, and shareability.

3

Optimize for Maximum Spread

Follow targeted recommendations to boost your score. Iterate on your concept until you hit the viral sweet spot before investing production time.

Multi-Dimensional Virality Scoring

Virality isn't luck — it's a pattern. Our AI evaluates five key dimensions that determine whether a video breaks out or stays flat.

  • Topic timing score — is this subject peaking right now?
  • Title magnetism — does it trigger curiosity and clicks?
  • Thumbnail stopping power — will it halt the scroll?
  • Shareability factor — would viewers send this to a friend?

Virality Prediction

Multi-dimensional analysis

87
Title CTR Potential (25%)92
Topic Trending Score (20%)85
Niche Engagement Rate (20%)78
Thumbnail Impact (15%)88
SEO Optimization (20%)94

Historical Pattern Matching

The AI compares your video concept against patterns from thousands of videos that went viral in similar niches.

  • Viral pattern library with 50K+ breakout video profiles
  • Niche-specific viral triggers and content formats
  • Seasonal virality pattern recognition
  • Emerging format detection (new video styles gaining traction)
Viral Pattern Match
Challenge Video92% match

MrBeast-style challenge format detected

Listicle Format85% match

Numbered list in title boosts browse traffic

Controversy Hook45% match

Low controversy signal — consider adding debate angle

Pre-Production Optimization

Test and refine your video concept before filming. Save hours of production time by validating appeal upfront.

  • A/B test multiple title and thumbnail combinations
  • Topic angle comparison for highest viral potential
  • Concept iteration with real-time score updates
  • Go/no-go recommendations based on virality threshold
Pre-Publish Checklist

Title Optimization

CTR score: 92/100

Tags Coverage

15 optimized tags added

Description SEO

All sections complete

Thumbnail Analysis

Consider brighter colors

Best Upload Time

Saturday 2:00 PM ET

FAQ

Frequently Asked Questions

Score Your Next Video Idea Right Now

Enter your video concept and get an instant virality prediction. Test unlimited ideas and find your next breakout hit.