⚡ AI Content Forecast Lab - Guide
What Is This?
Predict how well your video will perform BEFORE you film it. Get CTR forecasts, view predictions, risk analysis, and optimization suggestions based on AI analysis of trends, competition, and audience behavior.
Core Capabilities
📈 Pre-Publish Performance Predictor
Get projected CTR, 7-day views, 30-day views, engagement score, and retention predictions with confidence levels
🧪 A/B Test Simulator
Compare two video concepts side-by-side and see which will perform better before filming
🚨 Topic Risk Scanner
Detects if topic is oversaturated, fading, or optimal with warnings and opportunities
🎬 Engagement Breakdown
Predicts where viewers will drop off with specific timestamps and fixes
💡 Creative Copilot
Generates alternate titles, thumbnail ideas, hooks, and structure improvements