What this recipe creates
One sheet for exploration and review.
Create art-directed product imagery with lighting, surface styling, channel crops, and commercial usage notes for ecommerce teams.
- Generated image concepts
- Review-ready visual variations
Creative · Commercial production
Create art-directed product imagery with lighting, surface styling, channel crops, and commercial usage notes for ecommerce teams.
Your references, identity direction, and approved creative context stay reusable inside the Project.

REVIEW REQUIRED
Identity · anatomy · costume · labels
Generated sheet
Start with view coverage and silhouette. Then check the face, anatomy, costume construction, props, and labels at full size.

What this recipe creates
Create art-directed product imagery with lighting, surface styling, channel crops, and commercial usage notes for ecommerce teams.
Required inputs
How it works
Use each step as a review gate. If one gate fails, change that input before spending another generation.
Start with the product category, material, brand mood, and target channel.
Quality check · Review the output against the Project identity and target channel.Choose lighting, surface, camera angle, and composition constraints before generating.
Quality check · Review the output against the Project identity and target channel.Review the output for crop safety, product clarity, and campaign consistency.
Quality check · Review the output against the Project identity and target channel.Recommended model and tested settings
Quality checklist
Common failure modes
Add concrete material, lighting, and composition requirements.
State the aspect ratio and required negative space before generating.
Lock the art direction and vary one controlled element per run.
FAQ
It works best for packaged goods, accessories, cosmetics, home goods, and other products that need clear visual styling and channel crops.
Yes. The tutorial includes crop and composition checks for ad placements, but final claims and product accuracy still need human review.