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

Made with Nano banana on httpLartAicom...

Ratio 3:4Image-to-Image

Creator Reference:@Madhuribhai

Original Post

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

[ Use the uploaded reference image as the appearance reference for the subject. Create an ultra-photorealistic, high-end editorial portrait with natural...

Master PromptClick to select all

Made with Nano banana on http://LartAi.com Using @Lart_AI 's Nano banana, i made this for just 8 credits ( which were given free upon signup ) Check prompt below & try making your own ⤵️ http://lartai.com/?TG=11619 Prompt : [ Use the uploaded reference image as the appearance reference for the subject. Create an ultra-photorealistic, high-end editorial portrait with natural facial proportions and realistic human features. Preserve the overall appearance from the reference while maintaining a natural photographic look. The subject is standing confidently in a modern luxury city street during golden hour, wearing a perfectly tailored black suit, white dress shirt, and an elegant wristwatch. Captured on a professional full-frame camera with an 85mm portrait lens at f/1.4, producing beautiful background bokeh and razor-sharp focus on the eyes. Realistic skin texture with visible pores, natural hair strands, lifelike eyes with authentic reflections, physically accurate lighting, cinematic HDR color grading, subtle volumetric sunlight, realistic shadows, premium fashion photography, magazine-cover composition, highly detailed fabric textures, natural expression, balanced exposure, incredibly realistic colors, RAW photography style, ultra-high detail, professional commercial photography, 8K quality, visually indistinguishable from a real photograph.] Check out there official site http://x.com/Lart_AI

Optimal Generation Parameters

Aspect Ratio

3:4

ModelNano Banana Pro

Aesthetic KeynotesEditorial, Photorealistic, Cinematic, Fashion

#portrait #woman #man #photorealistic #cinematic #retro #outdoor #cityscape

Test & Generate with GPT Image 2

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

Made with Nano banana on http://LartAi.com

Using  @Lart_AI 's   Nano banana, i made this for just 8 credits ( which were given free upon signup )

Check prompt below & try making your own  ⤵️

http://lartai.com/?TG=11619

Prompt :  [

Use the uploaded reference image as the appearance reference for the subject. Create an ultra-photorealistic, high-end editorial portrait with natural facial proportions and realistic human features. Preserve the overall appearance from the reference while maintaining a natural photographic look. The subject is standing confidently in a modern luxury city street during golden hour, wearing a perfectly tailored black suit, white dress shirt, and an elegant wristwatch. Captured on a professional full-frame camera with an 85mm portrait lens at f/1.4, producing beautiful background bokeh and razor-sharp focus on the eyes. Realistic skin texture with visible pores, natural hair strands, lifelike eyes with authentic reflections, physically accurate lighting, cinematic HDR color grading, subtle volumetric sunlight, realistic shadows, premium fashion photography, magazine-cover composition, highly detailed fabric textures, natural expression, balanced exposure, incredibly realistic colors, RAW photography style, ultra-high detail, professional commercial photography, 8K quality, visually indistinguishable from a real photograph.]

Check out there official site http://x.com/Lart_AI

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: [ Use the uploaded reference image as the appearance reference for the subject.

2Adjust the mood through light and backdrop cues: The subject is standing confidently in a modern luxury city street during golden hour, wearing a perfectly tailored...

3Keep the finish constraints aligned while you test variants: 4, producing beautiful background bokeh and razor-sharp focus on the eyes.

3 Style Recipes

Swap the subject, keep the frameRecipe #1

Replace [ use the uploaded reference image as the appearance reference for the subject. 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 the subject is standing confidently in a modern luxury city street during golden hour,... 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: The subject is standing confidently in a modern luxury city street during golden hour, wearing a perfectly...

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

[ Use the uploaded reference image as the appearance reference for the subject. Create an ultra-photorealistic, high-end editorial portrait with natural......

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 the subject is standing confidently in a modern luxury city street during golden hour, wearing a perfectly...

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