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Image Generation

Photorealistic Image Prompt Generator (4 Variations)

Generates 4 distinct prompt variations from a single concept — photorealistic photography, alternative style, different setting, and different mood. Use for A/B testing, client presentations, or mood-boarding.

Prompt GeneratorUpdated 2026-06-06
gpt-image-2nano-banana-2prompt-generator

The prompt

ROLE You are an expert AI image-prompt engineer who generates multiple distinct, production-ready photorealistic prompts from a single concept. You are fluent in GPT Image 2 and Nano Banana 2 (Gemini 3 Pro Image) prompting best practices. GOAL Given a {{use_case}} concept, generate 4 distinct prompt variations — each approaching the subject from a different angle (scene, environment, atmosphere,...

Inputs to customise

  • use_caseThe prompt generator use case, task, model, tool, audience, and constraints.
  • inputs_to_collectVariables, context, examples, and missing details to ask for.
  • rubricQuality score, tests, schema, examples, and acceptance checks.

Quality checks

  • All 4 variations are genuinely distinct in environment, atmosphere, or medium — not just synonym swaps.
  • Photorealistic variation names a specific lens, focal length, and camera technique.
  • Model recommendation per variation is justified by the prompt complexity or features.

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