5 Nano Banana 2 Prompt Templates for Generic Product Photography

Creating high-quality product imagery often requires navigating the delicate balance between showcasing an item and avoiding specific brand associations. Whether you are a marketer preparing assets for a new launch or a designer building a mood board, using Nano Banana effectively means focusing on the object itself rather than a physical branded good. The tool is designed to handle generic subjects, allowing you to generate clean, professional shots of unbranded items like bottles, jars, or packaging without infringing on trademarks or confusing the AI with conflicting identity data.

This guide provides five distinct, copy-paste ready prompt structures tailored for Nano Banana 2. These templates leverage the tool's text-to-image and image-to-image workflows to produce consistent results. Remember that prompt instructions describe desired outcomes but do not guarantee the preservation of specific labels or typography. Always treat these examples as starting points to be refined for your specific visual needs.

The Foundation: Clean Studio Lighting for Unbranded Objects

The most common use case for generic product photography is establishing a baseline image that highlights form and texture without distraction. This template is ideal when you need a neutral background to later add your own branding or when you simply want to showcase the shape of a container.

Use Case: Generating a standalone image of a generic cosmetic bottle or jar for a catalog where no logo exists yet.

Prompt Template: A professional studio photograph of a [shape] [material] container on a seamless [color] background. Softbox lighting creates gentle shadows. No text, no logos, no brand names. High resolution, sharp focus on the object.

When it helps: Use this when you need maximum flexibility. It strips away all potential distractions, ensuring the AI focuses purely on the geometry and material properties of the item. If the result includes faint text, adjust the negative constraints by adding "no typography" explicitly.

Adjustments: Change [shape] to "cylindrical," [material] to "frosted glass," and [color] to "off-white" to match your specific vision. For a more dramatic look, swap "softbox lighting" for "dramatic side lighting."

Contextual Lifestyle Shots Without Branding

Sometimes a product needs context to sell its utility, but you cannot feature real-world brands in the scene. This approach places the generic item into a believable environment while maintaining the unbranded requirement.

Use Case: Creating lifestyle imagery for social media ads where the product is part of a scene (e.g., on a bathroom counter) but remains generic.

Prompt Template: A realistic lifestyle shot featuring a generic [object type] placed on a [surface] in a [setting]. Natural window light illuminates the scene. The object has no visible labels or text. Surrounding elements are blurred slightly to keep focus on the product. Photorealistic style.

When it helps: This is essential for e-commerce banners or blog headers where a sterile studio shot feels too artificial. It adds emotional resonance without introducing trademarked items into the frame.

Adjustments: Modify the setting to "minimalist bedroom" or "modern kitchen." Ensure the surface description matches your brand aesthetic, such as "marble countertop" or "wooden table." If the AI adds text, reinforce the instruction with "strictly no writing."

Macro Detail Shots for Texture and Material

For products where the texture is the selling point, a macro view is necessary. This template isolates the surface details of the generic item, perfect for highlighting quality materials like matte finishes or embossed textures.

Use Case: Highlighting the premium feel of a generic packaging design in a close-up view.

Prompt Template: Extreme close-up macro photography of a generic [material] surface. Focus on texture, grain, and subtle reflections. No text, no logos, no human hands. Shallow depth of field with a soft bokeh background. 8k resolution.

When it helps: Use this when the visual appeal relies entirely on the tactile quality of the product. It avoids the risk of the AI hallucinating a brand logo on a textured surface.

Adjustments: Specify the texture, such as "matte black plastic" or "brushed aluminum." You can also adjust the lighting to "cool tone lighting" for a tech feel or "warm tone lighting" for organic products.

Multi-Angle Consistency Sets

Consistency across a series of images is crucial for catalogs. While Nano Banana 2 Lite is optimized for speed and cost, it is not recommended for complex multi-turn sequential editing or multiple reference inputs. For consistent sets, rely on precise prompt engineering within the standard workflow.

Use Case: Generating front, side, and back views of the same generic item for a product page.

Prompt Template: Product photography of a generic [item] from a [angle] view. Neutral gray background. Even lighting. No branding, no text, no logos. The object must appear identical in color and shape to previous descriptions. High fidelity.

When it helps: This ensures that every angle of your generic product looks like it belongs to the same family. It is particularly useful when you need to generate a full set of angles without re-uploading reference images repeatedly.

Adjustments: Systematically change the [angle] variable to "front view," "side profile," and "top-down view." Keep the rest of the prompt identical to maintain consistency.

Minimalist Flat Lay Compositions

Flat lays are popular for social media and editorial content. This template arranges the generic item with complementary props, ensuring the composition remains clean and unbranded.

Use Case: Creating Instagram-ready images that show the product alongside abstract props like stones, leaves, or geometric shapes.

Prompt Template: Top-down flat lay composition of a generic [item] arranged with [props] on a [background]. Symmetrical arrangement. Soft, diffused overhead lighting. No text, no brand names, no recognizable logos. Clean and minimalist aesthetic.

When it helps: Ideal for quick social media posts where the product is one element of a larger artistic composition. It prevents the AI from cluttering the scene with irrelevant branded items.

Adjustments: Swap [props] for "dried flowers," "geometric blocks," or "pebbles." Adjust the background to "pastel pink" or "charcoal gray" to fit your campaign theme.

Choosing the Right Model for Your Workflow

While these templates work well across the platform, understanding the underlying models can help manage expectations. Nano Banana 2 utilizes Google's Gemini 3.1 Flash Image capabilities, offering a balance of quality and speed. If you require rapid iterations for simple tasks, the Lite version (Gemini 3.1 Flash Lite Image) is available, though it lacks optimization for complex multi-reference workflows. For high-fidelity, detailed outputs, the Pro model (Gemini 3 Pro Image) may offer superior handling of intricate textures.

Remember, these prompts are examples designed to guide the generation process. They do not guarantee that the output will perfectly match your mental image on the first try. Iteration is key. Start with these structures, tweak the descriptors, and refine until you achieve the perfect generic product shot.

Ready to start creating? Try Nano Banana to apply these templates to your next project.