What visual goals is this prompt best for?

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.

What common mistakes should be avoided when using this prompt?

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. Asking for readable type, logos, or packaging text without first removing the no-text constraint.

What are the recommended aspect ratio and settings?

Recommended aspect ratio is 3:4 using Nano Banana Pro. Negative prompt filters include: ugly, deformed, low quality, blurry, text, watermark, worst quality, low res.

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

Verified Prompt Recipe

Ratio 3:4Image-to-Image

Creator Reference:@saniaspeaks_

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

Google Gemini Nano banana Flash 2.5 { "image_description": "A striking, modern fashion advertisement.", "subject": { "type": "woman", "features": "Preserve exact facial features, hairstyle, and identity from the reference image.", "attire": { "outfit": "Bright cobalt-blue top and trousers with bold orange geometric patterns (abstract shapes).", "accessories": "Glasses (clear/thin frame).", "footwear": "Chunky white platform sneakers and white ankle socks." }, "pose": "Sitting confidently and stylishly on an armchair." }, "setting": { "furniture": "Bold, modern royal-blue single-seater armchair.", "background": "Clean, solid blue gradient background (medium to dark blue)." }, "graphics_and_text": { "text_elements": [ { "content": "S", "style": "Large, bold, sans-serif, white graphic/logo shape (replacing K)." }, { "content": "SANIA", "style": "Medium, bold, sans-serif, white text (replacing us kemo)." } ], "text_placement": "Large graphic 'S' and 'SANIA' placed prominently on the left side of the image." }, "style": { "aesthetic": "Modern, sleek, high-fashion, and striking.", "lighting": "Studio lighting, creating a high-contrast, professional look with sharp focus.", "resolution": "4K resolution (ultra-high quality and detail)." } }

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic KeynotesPhotorealistic, Minimalist, Moody, Fashion

#portrait #woman #man #photorealistic #minimalist #studio #interior #dark

Test & Generate with GPT Image 2

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

Google Gemini Nano banana Flash 2.5

{
  "image_description": "A striking, modern fashion advertisement.",
  "subject": {
    "type": "woman",
    "features": "Preserve exact facial features, hairstyle, and identity from the reference image.",
    "attire": {
      "outfit": "Bright cobalt-blue top and trousers with bold orange geometric patterns (abstract shapes).",
      "accessories": "Glasses (clear/thin frame).",
      "footwear": "Chunky white platform sneakers and white ankle socks."
    },
    "pose": "Sitting confidently and stylishly on an armchair."
  },
  "setting": {
    "furniture": "Bold, modern royal-blue single-seater armchair.",
    "background": "Clean, solid blue gradient background (medium to dark blue)."
  },
  "graphics_and_text": {
    "text_elements": [
      {
        "content": "S",
        "style": "Large, bold, sans-serif, white graphic/logo shape (replacing K)."
      },
      {
        "content": "SANIA",
        "style": "Medium, bold, sans-serif, white text (replacing us kemo)."
      }
    ],
    "text_placement": "Large graphic 'S' and 'SANIA' placed prominently on the left side of the image."
  },
  "style": {
    "aesthetic": "Modern, sleek, high-fashion, and striking.",
    "lighting": "Studio lighting, creating a high-contrast, professional look with sharp focus.",
    "resolution": "4K resolution (ultra-high quality and detail)."
  }
}

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: { "image_description": "A striking, modern fashion advertisement.

2Adjust the mood through light and backdrop cues: ", "background": "Clean, solid blue gradient background (medium to dark blue).

3Keep the finish constraints aligned while you test variants: " }, "graphics_and_text": { "text_elements": [ { "content": "S", "style": "Large, bold, sans-serif, white...

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace { "image_description": "a striking, modern fashion advertisement. 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 ", "background": "clean, solid blue gradient background (medium to dark blue). 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.
✓This prompt suppresses text or logos. Remove that constraint before asking for branded packaging, typography, or visible watermarks.

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.
!Asking for readable type, logos, or packaging text without first removing the no-text constraint.
✕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 ", "background": "clean, solid blue gradient background (medium to dark blue).

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