Nano-Banana in X-Design: 12 Structured AI Prompts for Photorealistic Visuals

Nano-Banana: Bringing Structure and Meaning to Visual Creation

For years, text-to-image tools have tried to understand words. Nano-Banana goes further: it understands structure. It doesn’t just describe what you want to see, it understands how it should look. That’s what makes it a breakthrough in AI-generated visuals, especially for product mockups, brand illustrations, and creative storytelling.

Understanding Structure, Not Just Language

Nano-Banana interprets prompts in a new way. Instead of focusing only on words, it breaks them down into subject, style, environment, and technical composition.
This structural comprehension gives it a deep visual logic: it sees how things should relate in space, light, and emotion, producing visuals that feel both real and intentional.

12 Prompt Structures That Define Visual Thinking

Nano-Banana is built on 12 core prompt patterns that guide how the model understands and composes images. Each pattern reflects a different creative purpose, from photography to design and storytelling. Below are the structures, with example prompts that demonstrate how to get the best results:

1. Photographic Scenes

Capture lifelike shots with realistic lighting, depth, and perspective. Perfect for lifestyle or product photography.
Example Prompt:
"Cozy café interior in morning light, sunlight streaming through large windows, wooden tables with coffee cups and pastries, realistic depth of field, natural shadows, cinematic photography style, lifelike colors, realistic textures, high-resolution"

2. Product Mockups

Showcase products in natural lighting with detailed textures and accurate reflections, ideal for e-commerce and branding.
Example Prompt:
"Modern ceramic mug on wooden table, realistic reflections and textures, soft natural lighting, 3D product rendering, e-commerce style, high-detail, photorealistic"

3. Minimalist Design

Focus on balance, negative space, and simplicity. Great for modern brand visuals or clean layouts.
Example Prompt:
"Minimalist poster with abstract geometric shapes, ample negative space, soft pastel colors, clean typography, balanced composition, modern design, elegant and simple style"

4. Stylized Illustrations and Stickers

Produce artistic, hand-drawn, or textured visuals with distinct colors and lines for merchandise or creative branding.
Example Prompt:
"Hand-drawn sticker sheet of cute animals and desserts, playful linework, vibrant watercolor textures, whimsical, artistic style, fun and creative, high-resolution illustration"

5. Text-Accurate Images

Render real, readable text within designs like posters, menus, or signage, with font and layout consistency.
Example Prompt:
"Coffee shop menu board with readable text, elegant fonts, clear spacing, chalkboard texture, natural lighting, balanced layout, poster design, high-resolution typography"

6. Comic Storyboards

Understand narrative flow, character motion, and dialogue placement, turning ideas into cinematic frames.
Example Prompt:
"Four-panel comic storyboard of a cat chasing a butterfly in a garden, dynamic character poses, expressive faces, clean panel layout, bright colors, cinematic illustration, storytelling composition"

7. Style Transfer

Transform visuals into the aesthetic of a chosen artist or genre while preserving the original composition.
Example Prompt:
"Modern living room interior in Van Gogh painting style, expressive brush strokes, vibrant colors, preserve original layout and furniture, artistic rendering, high-detail, painterly texture"

8. Multi-Image Composition

Combine multiple elements seamlessly with consistent lighting and proportion, perfect for campaigns or thematic visuals.
Example Prompt:
"Campaign banner combining coffee cup, croissant, and café exterior in one scene, consistent lighting and shadows, realistic proportions, cohesive visual composition, editorial style, photorealistic"

9. Add or Remove Elements

Edit visuals naturally while keeping lighting and perspective intact for realistic refinements.
Example Prompt:
"Sleek smartphone on desk, add a small potted plant and notebook naturally, maintain perspective, realistic shadows and lighting, photorealistic style, high-detail scene editing"

10. Partial Repainting

Replace or adjust only specific areas without affecting the rest of the image, ideal for fine-tuning details.
Example Prompt:
"Close-up of jewelry ring on velvet surface, repaint gemstone to deep sapphire while keeping ring and background unchanged, realistic lighting and reflections, high-detail macro focus"

11. Macro Detail Shots

Show intricate surfaces, reflections, or materials in close-up, great for jewelry, food, or product textures.
Example Prompt:
"Macro shot of chocolate croissant, detailed flaky texture, glossy chocolate layers, soft natural light highlighting intricate details, high-resolution food photography, realistic textures"

12. Architectural Rendering

Generate structured 3D-style visuals with clear lighting logic and spatial accuracy, suited for interiors or futuristic design.
Example Prompt:
"Futuristic office interior, spacious layout with modern furniture, clear lighting and spatial logic, 3D rendering style, realistic shadows, minimalistic color palette, high-detail architectural visualization"

From Words to Visual Intent

What sets Nano-Banana apart is how it interprets your intent. Instead of guessing, it understands your idea structurally, like a photographer deciding on framing and light, or a designer choosing layout and tone. Each image it creates reflects that same visual reasoning.

Experience Nano-Banana Inside X-Design

Nano-Banana now powers creative generation in X-Design.
Simply describe what you need: a brand poster, a menu, an illustration, or a packaging mockup, and X-Design translates your words into visuals that follow real-world design logic.

From product photography to brand storytelling, from minimalist compositions to hand-drawn scenes, Nano-Banana brings structure and clarity to every design you create with X-Design.

Discover the power of structured generation. Try Nano-Banana in X-Design today and experience how your ideas can take visual form with precision and intent.

Try X-Design AI Agent