ai-edgework
From content to revenue
The AI-powered content engine that turns ideas into breakout videos — from research to script to thumbnail.
What it does
A focused toolkit for the parts of content creation that take the most time.
Outlier Detection
Find breakout content early, before it saturates the feed. Spot the signals that separate a fluke from a trend.
Script Generation
Turn a raw idea into a ready-to-record script. Hooks, structure and pacing handled for you.
Content Analytics
Understand what performs and why, across everything you publish. Double down on what actually works.
How it works
Discover
Spot breakout topics before they peak.
Create
Generate scripts, hooks and thumbnails in minutes.
Analyze
Learn what performs and double down.
Built for one thing: content that breaks out
ai-edgework brings research, scripting, and analytics into one focused workflow — so you spend less time guessing and more time creating. Purpose-built for creators who want to grow without drowning in tools.
Fast
Go from idea to draft in minutes, not days.
Focused
One workflow, not a dozen disconnected tools.
Data-driven
Decisions backed by what actually performs.
Built for creators. Launching soon.