Analyze before generation
Separate reusable structure from surface details: hook, proof, objection, CTA, and scene rhythm.
Video remake and creative analysis
Break down winning short videos, then rebuild the structure for your own product catalog.
Model strategy
Separate reusable structure from surface details: hook, proof, objection, CTA, and scene rhythm.
Generate replacement product frames first when the source has clear product-in-hand moments.
Once the structure is stable, create motion variants to test hook speed and camera angle.
FAQ
No. The workflow is designed to understand reusable creative structure and generate new product-specific assets, scripts, and scenes.
Yes. Product replacement is one of the core ecommerce workflows: analyze the reference, add product images, and generate new product-focused variations.
Yes. Repeated analysis turns winning videos into reusable formulas for hooks, scene order, proof points, and CTA patterns.