AI Commerce Video Director
Plans, generates, stitches, and reviews guarded AI e-commerce product videos and shopping ads from reference materials.
AI Commerce Video provides a comprehensive, production-ready framework for directing and generating AI product videos, UGC-style ads, and marketplace listing showcases across platforms like TikTok, Amazon, Shopify, and YouTube. Operating as both a commercial strategist and guarded technical director, it enforces a strict two-stage approval gate, locks reference product identities via generative masters, validates speech and layered sound contracts, and prevents costly API drift through robust preflight diagnostics and automated review scripts.
Key Features
01Generative Reference-to-Video product identity locks and SKU preservation
02Strict technical preflight validation to block hallucinated facts and runaway API spend
035 GitHub stars
04Two-stage purposeful approval workflow to lock creative direction and visual references
05Layered native sound and speech contract compilation (dialogue, VO, SFX, and ambience)
06Multi-clip stitching, subtitle synchronization, and programmatic delivery review
Use Cases
01Creating UGC-style and presenter-led shopping ads for TikTok, Instagram Reels, and Douyin
02Generating multi-angle product showcase and listing videos for Amazon and Shopify stores
03Scaling video ad variant production and A/B creative testing from static catalog images