Apply Label Designs to
Realistic Bottle Mockups with AI
Ditch expensive photo shoots and complex 3D software. Nano Banana Image AI seamlessly wraps your flat label designs onto photorealistic water, wine, sauce, and cosmetic bottles in seconds. Perfect reflections, natural lighting, and flawless curves—every single time.
From Flat to Flawless in Seconds
See how our advanced AI understands surface curvature, glass refraction, and ambient lighting to turn a raw, flat label into a production-ready marketing asset.

Standard 2D label graphic

AI-generated 3D product shot
The Ultimate Solution for Packaging Designers and Brands
In the highly competitive worlds of retail, eCommerce, and FMCG (Fast-Moving Consumer Goods), the presentation of your product packaging is just as critical as the product itself. Historically, bringing a label design to life required either expensive prototype manufacturing, hiring a specialized product photographer, or spending countless hours manipulating complex 3D rendering software like Blender or Cinema 4D.
Nano Banana Image AI revolutionizes this workflow. Our proprietary AI engine has been trained on millions of high-resolution product photographs, enabling it to understand spatial geometry, material properties, and complex lighting environments. When you upload a flat label, our AI doesn't just overlay it; it computationally wraps it around the virtual bottle, calculating realistic specular highlights, shadow drop-offs, and environmental reflections.
Mastering Every Bottle Type
Wine & Spirits
Generate sophisticated mockups for Bordeaux, Burgundy, or bespoke spirit bottles. The AI handles everything from dark amber glass transparency to the intricate embossing of gold foil labels, simulating cinematic cellar lighting or bright, airy vineyard table settings.
Water & Beverages
Visualize your hydration brand in the real world. From sleek aluminum cans to ridged PET plastic bottles and premium frosted glass. Nano Banana Image AI precisely renders condensation droplets and liquid refraction to make your beverage look irresistibly refreshing.
Cosmetics & Beauty
Skincare serums, luxury perfumes, and lotion pumps require pristine, high-end presentation. Our AI generator creates hyper-realistic mockups for dropper bottles, frosted jars, and minimalist cosmetic tubes, complete with soft, diffused studio lighting perfect for Instagram and Shopify.
Sauces & Condiments
Whether it's a fiery hot sauce, artisan olive oil, or a classic ketchup squeeze bottle, contextualize your packaging design. Place your condiment bottles on rustic wooden cutting boards, bustling restaurant tables, or clean kitchen countertops with absolute photorealism.
Why Nano Banana is the Industry Standard for AI Mockups
Intelligent Curvature Mapping
Applying a flat rectangular image to a cylindrical object usually results in distortion. Our AI understands the 3D geometry of the bottle you request, intelligently warping your label so text and logos appear perfectly natural at the edges of the curve.
Material & Texture Recognition
A matte paper wine label behaves differently under light than a glossy vinyl cosmetic sticker. Specify the material in your prompt, and Nano Banana Image AI will generate accurate surface textures, specular highlights, and micro-shadows.
Environmental Integration
Don't settle for blank white backgrounds. Describe the perfect setting—a sunlit beach for sunscreen, a dark oak bar for whiskey, or a pristine marble bathroom for serums. The AI generates the environment while ensuring the bottle reflects its surroundings accurately.
How to Generate Your Perfect Bottle Mockup
Three simple steps to achieve agency-quality packaging visualization.
Upload Your Flat Label Design
Start by uploading your high-resolution label design (PNG, JPG, or SVG). Ensure your flat design is cropped to the exact dimensions of your intended physical label. Whether it's a full-wrap design or a small die-cut sticker, our AI is ready to process it.
Craft Your Descriptive Prompt
Tell the Nano Banana Image AI exactly what you want. Be specific about the bottle type, material, background, and lighting.
Example: "A sleek, amber glass kombucha bottle with condensation, sitting on a sunlit picnic table next to fresh fruit, shallow depth of field, photorealistic."
Generate & Download
Within seconds, the AI computes the lighting, 3D geometry, and compositing. You'll receive multiple variations of your photorealistic mockup. Select your favorite, download it in ultra-high resolution (up to 8K), and drop it directly into your pitch deck, portfolio, or eCommerce store.
Frequently Asked Questions
Can the AI handle transparent or die-cut labels?
Yes. If you upload a PNG with a transparent background, the Nano Banana Image AI will seamlessly integrate the transparent areas, allowing the bottle's material (like colored glass or plastic) to show through your label exactly as it would in reality.
Is this better than using Smart Objects in Photoshop?
Traditional PSD mockups with Smart Objects are rigid. You are limited to the exact lighting, angle, and background that the original photographer captured. With our AI, you have infinite flexibility. You can generate unlimited angles, change the lighting from harsh neon to soft sunlight, and swap the environment instantly—all without needing specialized design skills.
Are the generated images commercially safe for my brand?
Absolutely. Images generated through Nano Banana Image AI give you full commercial usage rights. They are perfect for your Amazon listings, Shopify product pages, social media ad campaigns, and investor pitch decks.
What resolution are the final bottle mockups?
We support ultra-high-definition output. While standard generations are optimized for web and social media (4K), premium users can up-scale their realistic bottle mockups up to 8K resolution, ensuring every typographic detail on your label is crystal clear for print marketing.