The AI UGC Video Ad Factory

A production pipeline for making UGC-style video ads at volume using AI avatars and AI video tools, wired together with automation. Includes the pipeline, 40 hook scripts, the angle frameworks behind them, edit templates, and a scoring system to find winners fast.

The core problem in paid social is creative volume. This factory lets one person produce dozens of testable UGC-style ads using tools like HeyGen, Kling, and n8n to run the assembly line.

What is inside:

• The five-stage pipeline from angle to scored winner
• The n8n automation layer that generates assets and pulls metrics so a human only does the creative judgment
• 10 angle frameworks, the doors into any buyer
• 40 hook scripts mapped to the angles, ready to swap your product in
• Three edit templates: talking-head UGC, demonstration, and listicle, with shot timings
• A scoring system with a composite formula, decision rules, a tracking sheet, and an iteration loop to turn one winner into a stable of them

Built for ecom brands and media buyers who need fresh creative every week without a film crew. No fabricated reviews or stats. Volume is framed as a production target and lift is measured against your account baseline, never a promised number. Follow each platform's rules on synthetic media.