How to Write Better Prompts for Product Photos with AI

AI image models can now produce product shots that look like a real studio session, but the quality depends heavily on how you describe the scene. Here are a few habits that consistently help.

1. Start with the product, then the setting

Name the item, its material and color first ("matte black ceramic mug"), then describe the surface and background ("on a light oak table, soft beige wall"). Models weight the first words most.

2. Describe the light like a photographer

Phrases such as "soft window light from the left" or "overhead softbox, gentle shadow" give far more realistic results than "good lighting".

3. Specify camera and framing

Add a lens and angle: "50mm, eye level, shallow depth of field" for lifestyle shots, or "top-down flat lay" for catalog grids.

4. Keep text short and in quotes

If the packaging needs a label, put the exact words in quotes and keep them under five words.

Models such as Nano Banana Pro handle detailed lighting and in-image text well, so these prompt habits pay off quickly. Save prompts that work and reuse them so your whole catalog keeps a consistent look.

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