GPT Image 2 on SocialSight Prompt...
Ratio 3:4Image-to-Image
Creator Reference:@rovvmut_
Original Post

Copy this Nano Banana Pro reference-guided prompt to create portrait...

Copy this Nano Banana Pro reference-guided prompt to create portrait concepts in studio setups with photorealistic detail and clean minimalist composition....

Master PromptClick to select all

GPT Image 2 on @SocialSight Prompt: Create a black and white studio image of the person in the uploaded image, sitting casually on a metal folding chair with one leg crossed. He is wearing baggy denim jeans, a black Tshirt, and black boots, with a slightly masculine style. The lighting should be soft and minimal, creating sharp shadows and a moody atmosphere. His pose should be relaxed, slightly leaning, with one hand on the chair’s backrest. His face should be turned about 45 degrees to the side, looking realistic. She is holding a clearly visible matcha drink. The background should be plain, simple, and modern.

Optimal Generation Parameters
Aspect Ratio
3:4
ModelNano Banana Pro
Aesthetic KeynotesPhotorealistic, Minimalist, Moody, Studio

Test & Generate with GPT Image 2

Prompt tokens and APIMart GPT Image 2 are pre-loaded. Customize or click generate.

GPT Image 2 Generator

Copy this Nano Banana Pro reference-guided prompt to create portrait...
Nano Banana 2
Creative Blueprint & Recipe Breakdown

How to Master & Adapt This Visual

Professional prompts rely on modular tokens. Use this recipe breakdown to swap subjects, control studio lighting, and eliminate common AI artifacts.

Prompt Variables Blueprint (What to Customize First)

Iterate on one variable group at a time to maintain stylistic consistency:

1Change the subject block first: Create a black and white studio image of the person in the uploaded image, sitting casually on a metal folding chair...
2Adjust the mood through light and backdrop cues: The lighting should be soft and minimal, creating sharp shadows and a moody atmosphere.
3Keep the finish constraints aligned while you test variants: He is wearing baggy denim jeans, a black Tshirt, and black boots, with a slightly masculine style.

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace create a black and white studio image of the person in the uploaded image, sitting... with your own subject while leaving the camera and composition cues intact.

Retune the mood, not the structureRecipe #2

Keep the subject block, then rewrite the lighting should be soft and minimal, creating sharp shadows and a moody atmosphere. to move the image into a new lighting setup.

Push the restyle with a cleaner referenceRecipe #3

Start from a sharper or more contrasty source image, then edit finish descriptors only after subject preservation is stable.

Production Quality Guide: Best Use vs. Pitfalls

Ideal Use Cases (Where it Shines)
  • •Portrait studies, beauty concepts, and tightly framed editorial references.
  • •Reference-image workflows where identity, product shape, or silhouette should survive the restyle.
  • •Clean studio results where spacing, surfaces, and product separation need to read immediately.
  • ✓Start with a sharp reference image. This prompt is written to preserve source identity, silhouette, or product structure before stylization.
  • ✓Use 3:4 on the first run, then test alternate crops after the base composition is working.
  • ✓Lock the environment before fine styling changes: Create a black and white studio image of the person in the uploaded image, sitting casually on a metal folding...
Pitfalls to Avoid (Common Mistakes)
  • !Ignoring the recommended 3:4 crop on the first run. The prompt's composition cues were written for that frame.
  • !Using a muddy reference image and expecting the prompt to repair identity, silhouette, or packaging structure on its own.
  • !Dropping the lighting or backdrop cues too early. Those clauses usually carry most of the mood and depth.
  • ✕Skip if: You need a wide environment shot or multiple subjects competing for attention in the same frame.
  • ✕Skip if: You need to begin with a radically different crop than 3:4 instead of honoring the existing composition hints.
  • ✕Skip if: Your reference image is low-resolution, badly lit, or cluttered enough to break subject preservation.

Technical Analysis & How This Prompt Works

Copy this Nano Banana Pro reference-guided prompt to create portrait concepts in studio setups with photorealistic detail and clean minimalist...

Use a clean reference image with obvious subject edges and readable facial or product details before you start changing the styling. Keep the generator on 3:4 for the closest match. The mood is anchored by create a black and white studio image of the person in the uploaded image, sitting casually on a metal folding...

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