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 16:9 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 16:9 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

Ratio 16:9Image-to-Image

Creator Reference:@saniaspeaks_

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

Google AI studio Gemini (Nano banana) 2.5 Pro! Make your photo like this using this prompt: { "image_style": "Hyper-realistic 8K HD high-resolution photo", "composition": { "object": "Open fashion magazine", "placement": "Lying on a dark gray surface", "perspective": "Shot diagonally from above (overhead close-up)", "effects": [ "Subtle softbox reflections", "Realistic shadows beneath the magazine" ], "magazine_details": { "texture": "Realistic glossy paper reflections and fine paper texture", "shape": "Slightly curved pages", "underneath": "Stacked magazines underneath" } }, "page_layout": { "left_page": { "content": "Printed editorial photo (close-up)", "subject": { "figure": "Woman from the uploaded image (original face kept)", "pose": "Head tilted slightly upward, confident and captivating gaze", "hair": "Long, slightly tousled glossy hair", "outfit": "Same outfit from the uploaded image (futuristic leather jacket)", "accessories": [ "Delicate silver bracelet", "Delicate earrings" ], "vibe": "Modern, elegant, and confident high-fashion" }, "photo_background": { "color": "Vivid orange backdrop", "lighting": "Strong front-top lighting, creating dramatic highlights and shadows on her face and neck", "aesthetic": "Glossy, high-contrast, shallow depth of field, bold high-fashion editorial" } }, "right_page": { "content": "Text and logo", "elements": [ "Small 𝕏 logo", "Handle \"@saniaspeaks\" in a sleek, modern sans-serif font" ], "aesthetic_note": "Maintaining a luxury fashion-magazine composition", "added_text": { "word": "Unique", "placement": "Small, subtle font in the bottom right corner" } } }, "overall_aesthetic": { "mood": "Cinematic, elegant", "detail_level": "Ultra-detailed", "quality_focus": [ "Realistic reflections", "Premium editorial magazine aesthetics" ] }, "technical_parameters": { "aspect_ratio": "16:9", "style": "raw", "quality": 2, "version": 6, "upscale": "upbeta" } }

Optimal Generation Parameters

Aspect Ratio

16:9

ModelNano Banana Pro

Aesthetic KeynotesEditorial, Photorealistic, Cinematic, Moody

#portrait #woman #man #character #photorealistic #cinematic #retro #sci-fi

Test & Generate with GPT Image 2

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

Google AI studio Gemini (Nano banana) 2.5 Pro!

Make your photo like this using this prompt:

{
  "image_style": "Hyper-realistic 8K HD high-resolution photo",
  "composition": {
    "object": "Open fashion magazine",
    "placement": "Lying on a dark gray surface",
    "perspective": "Shot diagonally from above (overhead close-up)",
    "effects": [
      "Subtle softbox reflections",
      "Realistic shadows beneath the magazine"
    ],
    "magazine_details": {
      "texture": "Realistic glossy paper reflections and fine paper texture",
      "shape": "Slightly curved pages",
      "underneath": "Stacked magazines underneath"
    }
  },
  "page_layout": {
    "left_page": {
      "content": "Printed editorial photo (close-up)",
      "subject": {
        "figure": "Woman from the uploaded image (original face kept)",
        "pose": "Head tilted slightly upward, confident and captivating gaze",
        "hair": "Long, slightly tousled glossy hair",
        "outfit": "Same outfit from the uploaded image (futuristic leather jacket)",
        "accessories": [
          "Delicate silver bracelet",
          "Delicate earrings"
        ],
        "vibe": "Modern, elegant, and confident high-fashion"
      },
      "photo_background": {
        "color": "Vivid orange backdrop",
        "lighting": "Strong front-top lighting, creating dramatic highlights and shadows on her face and neck",
        "aesthetic": "Glossy, high-contrast, shallow depth of field, bold high-fashion editorial"
      }
    },
    "right_page": {
      "content": "Text and logo",
      "elements": [
        "Small 𝕏 logo",
        "Handle \"@saniaspeaks\" in a sleek, modern sans-serif font"
      ],
      "aesthetic_note": "Maintaining a luxury fashion-magazine composition",
      "added_text": {
        "word": "Unique",
        "placement": "Small, subtle font in the bottom right corner"
      }
    }
  },
  "overall_aesthetic": {
    "mood": "Cinematic, elegant",
    "detail_level": "Ultra-detailed",
    "quality_focus": [
      "Realistic reflections",
      "Premium editorial magazine aesthetics"
    ]
  },
  "technical_parameters": {
    "aspect_ratio": "16:9",
    "style": "raw",
    "quality": 2,
    "version": 6,
    "upscale": "upbeta"
  }
}

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: { "image_style": "Hyper-realistic 8K HD high-resolution photo", "composition": { "object": "Open fashion magazine",...

2Adjust the mood through light and backdrop cues: { "image_style": "Hyper-realistic 8K HD high-resolution photo", "composition": { "object": "Open fashion magazine",...

3Keep the finish constraints aligned while you test variants: { "image_style": "Hyper-realistic 8K HD high-resolution photo", "composition": { "object": "Open fashion magazine",...

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace { "image_style": "hyper-realistic 8k hd high-resolution photo", "composition": {... 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 { "image_style": "hyper-realistic 8k hd high-resolution photo", "composition": {... 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 16:9 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 16:9 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 16:9 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 16:9 for the closest match. The mood is anchored by { "image_style": "hyper-realistic 8k hd high-resolution photo", "composition": { "object": "open fashion...

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