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/The pool floatie pics always hit

Verified Prompt Recipe

Ratio 3:4Image-to-Image

Creator Reference:@GlenaJenne

Original Post

The pool floatie pics always hit

Copy this Nano Banana Pro reference-guided prompt to create character portraits with editorial styling and photorealistic detail. Best in 3:4 framing.

Master PromptClick to select all

The pool floatie pics always hit harder than the actual vacation. Sadie sink, Millie bobby brown, Ana de armas Nano banana pro prompt : { "type": "image_prompt", "version": "1.0", "description": { "subject": { "identity": "Use uploaded reference image, keep identity exact", "appearance": { "face": "Soft glamorous feminine facial features, bold red glossy lips, sculpted cheeks, subtle warm blush, sharp eyeliner, luminous skin glow, realistic pores and smooth skin texture, elegant high-fashion beauty aesthetic", "hair": "Elegant messy high bun with loose wispy strands, soft realistic texture, natural volume and glossy shine", "expression": "Confident luxurious expression with slightly intense eyes and poised feminine energy" }, "body": { "type": "Slim feminine figure with graceful posture and realistic anatomy" } }, "clothing": { "outfit": { "details": [ "White swimming dress", "Bare feet" ] }, "accessories": { "details": [ "Small hoop earrings", "Luxury editorial styling", "Minimal elegant accessories" ] } }, "pose": { "details": [ "Relaxed seated pose on pink flamingo float", "One arm resting casually on float edge", "One hand touching hair softly", "Legs crossed elegantly", "Luxury playful editorial body language", "Confident feminine posture" ] }, "environment": { "location": "Luxury resort swimming pool", "background": [ "Crystal clear turquoise pool water", "Large pink flamingo float", "Bright summer atmosphere", "Soft water ripple reflections", "Clean vibrant pool aesthetic", "Dreamy vacation mood" ] }, "lighting": { "type": "Ultra realistic bright summer lighting", "style": "Luxury fashion poolside editorial photography", "effects": [ "Strong natural sunlight", "Sharp realistic water reflections", "Soft skin highlights", "Bright clean shadows", "Cinematic summer glow", "Vibrant pastel color tones", "Luxury vacation atmosphere", "Natural reflective lighting on water and fabric" ] }, "camera": { "angle": "High-angle fashion portrait shot", "framing": "Medium full-body composition", "focus": "Sharp focus on subject and float with detailed reflective water textures", "style": "Ultra realistic luxury editorial photography" }, "mood": [ "Playful", "Luxury", "Fashionable", "Summer", "Editorial" ], "quality": { "render": "Ultra photorealistic 8k", "details": [ "Micro skin texture realism", "Detailed water reflections", "Luxury fashion photography quality", "Realistic fabric rendering", "Natural cinematic lighting", "Vibrant color grading" ] } } }

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic KeynotesEditorial, Photorealistic, Cinematic, Minimalist

#portrait #woman #man #character #photorealistic #cinematic #retro #3d-render

Test & Generate with GPT Image 2

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

The pool floatie pics always hit harder than the actual vacation.

Sadie sink, Millie bobby brown, Ana de armas

Nano banana pro prompt :

{
  "type": "image_prompt",
  "version": "1.0",
  "description": {
    "subject": {
      "identity": "Use uploaded reference image, keep identity exact",
      "appearance": {
        "face": "Soft glamorous feminine facial features, bold red glossy lips, sculpted cheeks, subtle warm blush, sharp eyeliner, luminous skin glow, realistic pores and smooth skin texture, elegant high-fashion beauty aesthetic",
        "hair": "Elegant messy high bun with loose wispy strands, soft realistic texture, natural volume and glossy shine",
        "expression": "Confident luxurious expression with slightly intense eyes and poised feminine energy"
      },
      "body": {
        "type": "Slim feminine figure with graceful posture and realistic anatomy"
      }
    },
    "clothing": {
      "outfit": {
        "details": [
          "White swimming dress",
          "Bare feet"
        ]
      },
      "accessories": {
        "details": [
          "Small hoop earrings",
          "Luxury editorial styling",
          "Minimal elegant accessories"
        ]
      }
    },
    "pose": {
      "details": [
        "Relaxed seated pose on pink flamingo float",
        "One arm resting casually on float edge",
        "One hand touching hair softly",
        "Legs crossed elegantly",
        "Luxury playful editorial body language",
        "Confident feminine posture"
      ]
    },
    "environment": {
      "location": "Luxury resort swimming pool",
      "background": [
        "Crystal clear turquoise pool water",
        "Large pink flamingo float",
        "Bright summer atmosphere",
        "Soft water ripple reflections",
        "Clean vibrant pool aesthetic",
        "Dreamy vacation mood"
      ]
    },
    "lighting": {
      "type": "Ultra realistic bright summer lighting",
      "style": "Luxury fashion poolside editorial photography",
      "effects": [
        "Strong natural sunlight",
        "Sharp realistic water reflections",
        "Soft skin highlights",
        "Bright clean shadows",
        "Cinematic summer glow",
        "Vibrant pastel color tones",
        "Luxury vacation atmosphere",
        "Natural reflective lighting on water and fabric"
      ]
    },
    "camera": {
      "angle": "High-angle fashion portrait shot",
      "framing": "Medium full-body composition",
      "focus": "Sharp focus on subject and float with detailed reflective water textures",
      "style": "Ultra realistic luxury editorial photography"
    },
    "mood": [
      "Playful",
      "Luxury",
      "Fashionable",
      "Summer",
      "Editorial"
    ],
    "quality": {
      "render": "Ultra photorealistic 8k",
      "details": [
        "Micro skin texture realism",
        "Detailed water reflections",
        "Luxury fashion photography quality",
        "Realistic fabric rendering",
        "Natural cinematic lighting",
        "Vibrant color grading"
      ]
    }
  }
}

The pool floatie pics always hit

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 with editorial styling and photorealistic detail. Best in 3:4 framing....

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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