Multi-Factor Virality Intelligence
Scoring algorithms trained on over 500,000 viral videos across YouTube, TikTok, and Instagram Reels.
3-Second Hook Rating
Evaluates opening script lines and visual pacing in the first 3 seconds to measure viewer retention probability.
Topic Curiosity Index
Measures title and thumbnail curiosity gap strength against current audience search patterns.
Audio Cadence & Pacing Analysis
Detects narrative dead zones, slow speech pauses, and monotonous delivery sections in voiceover tracks.
Thumbnail Visual Contrast Score
Analyzes thumbnail color saturation, subject isolation, and mobile feed readability.
Actionable Improvement Audits
Provides concrete 3-point recommendations to boost overall video score prior to channel upload.
Algorithm Seed Projection
Predicts initial test audience click-through rate and impression distribution velocity.
Targeted Creator Use Cases
Essential pre-publish quality assurance for digital video channels.
Pre-Publishing Quality Assurance
Score raw video edits before publishing to identify pacing fixes, missing visual hooks, or weak titles.
Shorts & Reels Optimizers
Ensure short-form video hooks are snappy enough to prevent immediate scroll-away behavior.
Editorial Team Review
Establish objective content evaluation metrics across internal editors and freelance creators.
Channel Audit & Underperforming Fixes
Scan existing low-performing videos to pinpoint structural reasons for viewer drop-off.
Scoring Workflow
Comprehensive virality evaluation in four easy steps.
Step 01
Upload Edit or Link
Input a video URL, draft script, or video file into the analysis engine.
Step 02
AI Multi-Factor Scan
Veozo evaluates hook quality, pacing consistency, title curiosity, and visual contrast.
Step 03
Review Virality Score
Receive an overall score out of 10 alongside sub-category breakdown metrics.
Step 04
Apply Recommendations
Implement suggested hook or title tweaks to maximize organic algorithm performance.
Frequently Asked Questions
A score of 8.5/10 or higher indicates strong early retention hooks, high thumbnail visual contrast, and clear title curiosity gaps.
Yes. You can score pre-production scripts and topic outlines to fix narrative issues before spending time filming.
While platform algorithms involve multiple external variables, high-scoring videos consistently outperform low-scoring videos in viewer retention and CTR metrics.