Reinforcement Learning AI Engine Active

Fire Your Clip Team.
Let AI Find Every Viral Moment.

Icey Clip watches your long-form videos — podcasts, streams, webinars, interviews — and automatically extracts the highest-virality clips with captions ready to publish. No editors. No clip coordinators. No guesswork.

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10× Faster than human editors

6 Platforms auto-published

34 Viral detection profiles

Icey Clip AI — Studio

87/100

0:34

This moment broke the internet last week

72/100

0:28

Nobody expected what happened next

94/100

0:19

The hot take that changed everything

AI extracting viral moments...

68%

Real-time Feedback Loop

How Social Media Post Performance Trains Your Clipping Model

Unlike static clippers, Icey Clip continuously calculates the variance between Predicted Viral Scores and Actual Views/Shares on your connected accounts. If question hooks perform 35% better on your TikTok, the system recalibrates the clipping weights automatically.

Run Self-Correction Cycle

AI Viral Score vs. Actual Audience Views

Comparing predicted score accuracy against 30-day shared clips.

94.2% Prediction Accuracy

Actual Scaled Views (K)

Predicted Viral Score (0–100)

Top Learned Audience Triggers

Features that trigger highest virality on your accounts:

Question / Curiosity Hooks +48% Virality

Hormozi Kinetic Captions +34% Watch Time

Clip Length: 18s – 28s +29% Completion

Fast Audio Cadence (>160 wpm) +21% Shares

💡

AI Recommendation: Your audience drops off when intros exceed 4.2 seconds. Autocut will trim non-essential pauses in future imports.

How It Works

From Raw Footage to Published Clips in Minutes

Upload or Link Your Video

Drop an MP4, paste a YouTube link, Twitch VOD, Google Drive link, or Zoom recording. Any major format, up to 4GB.

AI Classifies & Picks Profiles

Gemini 2.5 Pro watches the video, detects content type, and recommends up to 6 viral extraction profiles from 34 options.

Clips Extracted & Captioned

FFMPEG cuts each clip at Gemini's exact timecodes. A second AI call generates platform-optimized captions and hashtags.

Auto-Publish & AI Learns

Clips go live across all platforms on schedule. As real views come in, the AI recalibrates — every next batch is sharper.

What's Inside

Everything You Need to Dominate Short-Form

Studio

AI Clip Extraction Engine

Upload any video. Gemini 2.5 Pro identifies every high-impact moment and calls FFMPEG to extract each clip automatically — with viral score, hook text, and reasoning per clip.

34 non-adult + 4 adult extraction profiles
AI detects content type and suggests best profiles
3–10 clips per video, fully auto-generated

Library

Clip Queue & Scheduler

Searchable clip library with viral scores, publish scheduling, caption editing, and platform performance tracking.

Accounts

6-Platform Publishing

Full OAuth2 to TikTok, Instagram, YouTube, X, Reddit, and OnlyFans — with AES-256 encrypted token storage.

Analytics

Reinforcement Learning AI Loop

The AI compares predicted scores against real views. When a pattern outperforms, it recalibrates extraction weights. Future clips improve automatically — without any user input.

Platform Coverage