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Prompt tips for product visuals

Use structure, constraints, and visual references to make product images more consistent.

Describe the product first

Put the product, material, color, and key selling point near the beginning of the prompt.

The model should understand what must stay recognizable before it starts styling the scene.

For the exact node connections and a reusable instruction, follow the LLM prompt workflow tutorial.

Add scene constraints

Specify background, camera angle, lighting, and space around the object.

Constraints reduce random variation and make batches easier to compare.

For product-specific inputs and review steps, continue with the product image workflow.