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. Cinematic, mood-first outputs where light direction carries a lot of the final image quality.

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. Dropping the lighting or backdrop cues too early. Those clauses usually carry most of the mood and depth.

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 character...

Verified Prompt Recipe

Every slide somehow prettier than the...

Ratio 3:4Image-to-Image

Creator Reference:@GlenaJenne

Original Post

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

Copy this Nano Banana Pro reference-guided prompt to create character portraits in studio setups with editorial styling and photorealistic detail. Best in...

Master PromptClick to select all

Every slide somehow prettier than the last Millie bobby brown, Sydney sweeny, Ana de armas, Sabrina carpenter Nano banana pro prompt : { "type": "image_prompt", "version": "1.0", "description": { "subject": { "identity": "Use uploaded reference image, keep identity exact", "appearance": { "face": "Use uploaded reference image, keep identity exact, soft feminine facial structure, glossy pink lips, subtle blush makeup, naturally defined eyes, smooth glowing skin, elegant dreamy expression", "hair": "Medium-length soft wavy hair with natural volume and loose curls framing the face", "expression": "Soft confident expression with relaxed eyes and slightly lifted glossy lips" }, "body": { "type": "Slim feminine figure" } }, "clothing": { "outfit": { "details": [ "Deep rich orange satin slip dress", "Delicate lace trim around neckline", "Silky reflective fabric", "Thin shoulder straps", "Elegant fitted waist", "Soft flowing lower fabric with natural folds", "Romantic feminine aesthetic" ] } }, "pose": { "details": [ "Sitting elegantly on vintage velvet chair", "Body angled slightly toward camera", "One arm resting naturally on knee", "Other arm relaxed beside body", "Relaxed shoulders and graceful posture", "Head tilted slightly upward toward camera" ] }, "environment": { "location": "Soft dreamy pastel studio setup", "background": [ "Pink and lavender pastel tulle fabric draped around chair", "Soft curtain backdrop", "Romantic feminine atmosphere", "Luxury editorial aesthetic", "Warm soft pastel tones throughout scene" ] }, "lighting": { "type": "Soft studio lighting", "style": "Dreamy beauty editorial lighting", "effects": [ "Soft glow on skin", "Gentle satin reflections", "Balanced warm highlights", "Smooth shadows", "Glossy cinematic finish" ] }, "camera": { "angle": "Eye-level portrait angle", "framing": "Medium portrait composition", "focus": "Sharp focus on face and upper body", "style": "Ultra realistic high-fashion beauty photography" }, "mood": [ "Elegant", "Romantic", "Dreamy", "Soft", "Luxurious" ], "quality": { "render": "Photorealistic", "details": [ "Natural skin texture", "Detailed satin fabric reflections", "Professional beauty retouching", "Soft pastel cinematic color grading", "Luxury editorial magazine aesthetic" ] } } }

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic KeynotesEditorial, Photorealistic, Cinematic, 3D Rendered

#portrait #woman #man #character #photorealistic #cinematic #vintage #retro

Test & Generate with GPT Image 2

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

Every slide somehow prettier than the last

Millie bobby brown, Sydney sweeny, Ana de armas, Sabrina carpenter

Nano banana pro prompt :

{
  "type": "image_prompt",
  "version": "1.0",
  "description": {
    "subject": {
      "identity": "Use uploaded reference image, keep identity exact",
      "appearance": {
        "face": "Use uploaded reference image, keep identity exact, soft feminine facial structure, glossy pink lips, subtle blush makeup, naturally defined eyes, smooth glowing skin, elegant dreamy expression",
        "hair": "Medium-length soft wavy hair with natural volume and loose curls framing the face",
        "expression": "Soft confident expression with relaxed eyes and slightly lifted glossy lips"
      },
      "body": {
        "type": "Slim feminine figure"
      }
    },
    "clothing": {
      "outfit": {
        "details": [
          "Deep rich orange satin slip dress",
          "Delicate lace trim around neckline",
          "Silky reflective fabric",
          "Thin shoulder straps",
          "Elegant fitted waist",
          "Soft flowing lower fabric with natural folds",
          "Romantic feminine aesthetic"
        ]
      }
    },
    "pose": {
      "details": [
        "Sitting elegantly on vintage velvet chair",
        "Body angled slightly toward camera",
        "One arm resting naturally on knee",
        "Other arm relaxed beside body",
        "Relaxed shoulders and graceful posture",
        "Head tilted slightly upward toward camera"
      ]
    },
    "environment": {
      "location": "Soft dreamy pastel studio setup",
      "background": [
        "Pink and lavender pastel tulle fabric draped around chair",
        "Soft curtain backdrop",
        "Romantic feminine atmosphere",
        "Luxury editorial aesthetic",
        "Warm soft pastel tones throughout scene"
      ]
    },
    "lighting": {
      "type": "Soft studio lighting",
      "style": "Dreamy beauty editorial lighting",
      "effects": [
        "Soft glow on skin",
        "Gentle satin reflections",
        "Balanced warm highlights",
        "Smooth shadows",
        "Glossy cinematic finish"
      ]
    },
    "camera": {
      "angle": "Eye-level portrait angle",
      "framing": "Medium portrait composition",
      "focus": "Sharp focus on face and upper body",
      "style": "Ultra realistic high-fashion beauty photography"
    },
    "mood": [
      "Elegant",
      "Romantic",
      "Dreamy",
      "Soft",
      "Luxurious"
    ],
    "quality": {
      "render": "Photorealistic",
      "details": [
        "Natural skin texture",
        "Detailed satin fabric reflections",
        "Professional beauty retouching",
        "Soft pastel cinematic color grading",
        "Luxury editorial magazine aesthetic"
      ]
    }
  }
}

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

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: { "type": "image_prompt", "version": "1.

2Adjust the mood through light and backdrop cues: 0", "description": { "subject": { "identity": "Use uploaded reference image, keep identity exact", "appearance": {...

3Keep the finish constraints aligned while you test variants: 0", "description": { "subject": { "identity": "Use uploaded reference image, keep identity exact", "appearance": {...

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace { "type": "image_prompt", "version": "1. 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 0", "description": { "subject": { "identity": "use uploaded reference image, keep... 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.
•Cinematic, mood-first outputs where light direction carries a lot of the final image quality.
✓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: 0", "description": { "subject": { "identity": "Use uploaded reference image, keep identity exact",...

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 character portraits in studio setups with editorial styling and photorealistic detail. Best...

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 0", "description": { "subject": { "identity": "use uploaded reference image, keep identity exact",...

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