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. Realism-heavy outputs where believable materials, skin, or product finishes need to hold up in close view.

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/Elegant Corporate Portrait

Verified Prompt Recipe

Ratio 3:4Image-to-Image

Creator Reference:@saniaspeaks_

Original Post

Elegant Corporate Portrait

sophisticated, business formal

Master PromptClick to select all

{ "subject": { "type": "Professional female corporate portrait", "reference_adherence": "preserve facial features and hair identity from source image", "expression": "confident, warm, slight smile, direct eye contact" }, "appearance": { "hair": "long, straight, brown, loose, well-groomed, natural shine", "skin": "realistic texture, high detail, natural makeup" }, "outfit": { "top": "elegant white blouse, lightweight fabric, pussy-bow neck tie, long sleeves with subtle transparency/sheer details", "bottom": "black high-waisted skirt or professional trousers", "style": "sophisticated, business formal" }, "pose": { "framing": "mid-body shot", "posture": "standing upright, confident stance", "gesture": "one arm crossed lightly across waist, other hand elegantly touching chin or near face" }, "environment": { "background": "neutral studio backdrop, smooth light grey or beige", "lighting": "soft studio lighting, balanced frontal light, gentle shadows for depth, no harsh contrasts" }, "technical_details": { "style": "photorealistic, corporate headshot, LinkedIn profile style", "quality": "8k, ultra-detailed, sharp focus on face", "camera_angle": "eye level" } }

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic KeynotesPhotorealistic, Fashion, Studio, Reference-Guided

#portrait #realistic #fashion #professional #photorealistic #corporate #bright #formal

Test & Generate with GPT Image 2

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

{
  "subject": {
    "type": "Professional female corporate portrait",
    "reference_adherence": "preserve facial features and hair identity from source image",
    "expression": "confident, warm, slight smile, direct eye contact"
  },
  "appearance": {
    "hair": "long, straight, brown, loose, well-groomed, natural shine",
    "skin": "realistic texture, high detail, natural makeup"
  },
  "outfit": {
    "top": "elegant white blouse, lightweight fabric, pussy-bow neck tie, long sleeves with subtle transparency/sheer details",
    "bottom": "black high-waisted skirt or professional trousers",
    "style": "sophisticated, business formal"
  },
  "pose": {
    "framing": "mid-body shot",
    "posture": "standing upright, confident stance",
    "gesture": "one arm crossed lightly across waist, other hand elegantly touching chin or near face"
  },
  "environment": {
    "background": "neutral studio backdrop, smooth light grey or beige",
    "lighting": "soft studio lighting, balanced frontal light, gentle shadows for depth, no harsh contrasts"
  },
  "technical_details": {
    "style": "photorealistic, corporate headshot, LinkedIn profile style",
    "quality": "8k, ultra-detailed, sharp focus on face",
    "camera_angle": "eye level"
  }
}

Elegant Corporate 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: { "subject": { "type": "Professional female corporate portrait", "reference_adherence": "preserve facial features and...

2Adjust the mood through light and backdrop cues: { "subject": { "type": "Professional female corporate portrait", "reference_adherence": "preserve facial features and...

3Keep the finish constraints aligned while you test variants: { "subject": { "type": "Professional female corporate portrait", "reference_adherence": "preserve facial features and...

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace { "subject": { "type": "professional female corporate portrait",... 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 { "subject": { "type": "professional female corporate portrait",... 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.
•Realism-heavy outputs where believable materials, skin, or product finishes need to hold up in close view.
✓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: { "subject": { "type": "Professional female corporate portrait", "reference_adherence": "preserve facial...

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

sophisticated, business formal. Best in 3:4. Built for reference-image workflows.

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 { "subject": { "type": "professional female corporate portrait", "reference_adherence": "preserve facial...

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