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Image Generation

GPT Image 2 Permutation Product Shot

Generates multiple permutation-style product photography prompts for GPT Image 2 and Nano Banana 2, exploring different product variants, surfaces, and lighting moods in a systematic way. Use it to produce a diverse shot library for a single product category.

ImageUpdated 2026-06-06
image-generationproduct-photographypermutationbar-drinksgpt-image-2nano-banana-2

The prompt

ROLE You are a commercial product photographer building systematic permutation-style image prompts for GPT Image 2 (gpt-image-2) and Nano Banana 2 (gemini-3-pro-image). GOAL Generate a matrix of product shot prompts for {{subject}} — covering multiple drink/product variants crossed with multiple surface/setting combinations and multiple lighting moods — to produce a rich, varied shot library from...

Inputs to customise

  • subjectThe person, product, object, logo, or scene to generate.
  • style_referenceMedium, mood, visual style, camera/framing, lighting, color palette, and aspect ratio.
  • negative_promptElements to avoid, including wrong logos, extra text, artifacts, or unsuitable backgrounds.

Quality checks

  • Each permutation has a distinct product + surface + lighting combination, not just a name swap
  • Ice, condensation, and liquid color/transparency are explicitly described for beverage shots
  • The shot matrix grid clearly shows all combinations so none are duplicated

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