Know if your video
goes viral
before you post it.
ViralIQ uses computer vision + transformer models trained on 2M+ videos to predict engagement rate, forecast view counts, and generate optimized scripts for your TikTok and Instagram content.
From raw footage to
actionable intelligence
Upload or paste a video link
TikTok, Instagram Reels, or upload raw footage directly.
Our model scores your content
40+ signals analyzed in seconds. Real-time inference.
Get your prediction + script
View forecast, SHAP breakdown, and GPT-4o improvement script.
Everything you need to
dominate the feed
Four core intelligence modules, each trained on millions of real viral videos.
Engagement Rate Prediction
±4.2% accuracyOur model analyzes 40+ video signals — thumbnail composition, caption sentiment, hashtag velocity, posting time — and predicts exact like/comment/share ratios before upload.
View Count Forecast
±12% error rateSee projected 24h, 7-day, and 30-day view trajectories. Powered by a fine-tuned transformer trained on 2M+ TikTok and Instagram videos across 180 niches.
Feature Importance Explanation
SHAP attributionSHAP-powered attribution shows exactly which elements drive your score. Lighting? Caption length? Audio energy? Know the levers, pull them intentionally.
Improvement Script Generation
GPT-4o poweredGet a rewrite of your video script, caption, and hook — optimized by GPT-4o based on what our model says will actually move the needle for your specific audience.
Be first to predict
your next viral hit.
One-time payment. Predict virality, generate optimized scripts, and get direct input on the product roadmap.
One-time payment · Instant access · 30-day money-back guarantee