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 portrait...

Verified Prompt Recipe

Google Nano Banana 2 Prompt Reference...

Ratio 3:4Image-to-Image

Creator Reference:@dreamydigiarts

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 editorial styling and photorealistic detail. Best in...

Master PromptClick to select all

Google Nano Banana 2 Prompt 👇 Reference image: uploaded photo Face: preserve the same face, with intense expression and bold dark lips. Keep realistic proportions, sharp contour, and natural texture. Pose: close-up portrait with body slightly turned to the side, one arm raised near the face, the other bent across the chest, emphasizing sculptural posture. Clothes: fitted black high-neck top made of shiny latex material, long sleeves; body positioned dynamically, accentuating reflections on the fabric. Accessories: oversized futuristic sunglasses, geometric gold earrings, bold chain bracelet. Background: smooth solid red backdrop with clean gradient — no visible details or distractions. Lighting: directional studio light from above-left, strong contrast emphasizing cheekbones, latex reflections, and glossy lips. Atmosphere: high-gloss editorial power — futuristic dominance, mystery, and confidence with fashion precision. Format: 2:3 Do not replace face; keep the same person with realistic light and proportions from the uploaded reference.

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic KeynotesEditorial, Photorealistic, Minimalist, Moody

#portrait #woman #man #photorealistic #sci-fi #minimalist #studio #dramatic

Test & Generate with GPT Image 2

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

Google Nano Banana 2

Prompt 👇

Reference image: uploaded photo Face: preserve the same face, with intense expression and bold dark lips. Keep realistic proportions, sharp contour, and natural texture. Pose: close-up portrait with body slightly turned to the side, one arm raised near the face, the other bent across the chest, emphasizing sculptural posture. Clothes: fitted black high-neck top made of shiny latex material, long sleeves; body positioned dynamically, accentuating reflections on the fabric. Accessories: oversized futuristic sunglasses, geometric gold earrings, bold chain bracelet. Background: smooth solid red backdrop with clean gradient — no visible details or distractions. Lighting: directional studio light from above-left, strong contrast emphasizing cheekbones, latex reflections, and glossy lips. Atmosphere: high-gloss editorial power — futuristic dominance, mystery, and confidence with fashion precision. Format: 2:3 Do not replace face; keep the same person with realistic light and proportions from the uploaded reference.

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: Prompt 👇 Reference image: uploaded photo Face: preserve the same face, with intense expression and bold dark lips.

2Adjust the mood through light and backdrop cues: Background: smooth solid red backdrop with clean gradient — no visible details or distractions.

3Keep the finish constraints aligned while you test variants: Keep realistic proportions, sharp contour, and natural texture.

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace prompt 👇 reference image: uploaded photo face: preserve the same face, with intense... 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: smooth solid red backdrop with clean gradient — no visible details or... 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: Background: smooth solid red backdrop with clean gradient — no visible details or distractions.

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 portrait concepts in studio setups with editorial styling and photorealistic detail. Best in......

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: smooth solid red backdrop with clean gradient — no visible details or distractions.

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