One of the most common challenges in product marketing is generating a variety of visual concepts that remain strictly consistent with the brand identity. You want the product to look exactly the same in every shot, but you also need variety in the staging, lighting, and composition.

To solve this, we developed a specific prompt that generates a 3x3 marketing grid. It delivers nine distinct visual concepts in a single pass, all while maintaining perfect product fidelity.

The Challenge of Consistency

When using generative AI for product photography, the 'hallucination' of details can be a problem. A label might shift, or a logo might change colour between generations.

The solution is to anchor the model with strict "Visual Rules" and "Grid Concepts" within a single request. By asking for a grid rather than individual images, we force the model to reference the same subject repeatedly in the same context, which significantly improves consistency.

The Prompt

Here is the prompt we have refined for high-end commercial use. It is designed to take a single product image and extrapolate it into a full campaign mood board.

Input: Your product image.

Model: Google Nano Banana Pro.

The Prompt Code:

Create a 3×3 grid in 3:4 aspect ratio for a high-end commercial marketing campaign using the uploaded product as the central subject.

Each frame must present a distinct visual concept while maintaining perfect product consistency across all nine images.

Grid Concepts (one per cell):
Iconic hero still life with bold composition
Extreme macro detail highlighting material, surface, or texture
Dynamic liquid or particle interaction surrounding the product
Minimal sculptural arrangement with abstract forms
Floating elements composition suggesting lightness and innovation
Sensory close-up emphasizing tactility and realism
Color-driven conceptual scene inspired by the product palette
Ingredient or component abstraction (non-literal, symbolic)
Surreal yet elegant fusion scene combining realism and imagination

Visual Rules:
Product must remain 100% accurate in shape, proportions, label, typography, color, and branding
No distortion, deformation, or redesign of the product
Clean separation between product and background

Lighting & Style:
Soft, controlled studio lighting
Subtle highlights, realistic shadows
High dynamic range, ultra-sharp focus
Editorial luxury advertising aesthetic
Premium sensory marketing look

Overall Feel:
Modern, refined, visually cohesive
High-end commercial campaign
Designed for brand websites, social grids, and digital billboards
Hyperreal, cinematic, polished, and aspirational

Create a 3×3 grid in 3:4 aspect ratio for a high-end commercial marketing campaign using the uploaded product as the central subject.

Each frame must present a distinct visual concept while maintaining perfect product consistency across all nine images.

Grid Concepts (one per cell):
Iconic hero still life with bold composition
Extreme macro detail highlighting material, surface, or texture
Dynamic liquid or particle interaction surrounding the product
Minimal sculptural arrangement with abstract forms
Floating elements composition suggesting lightness and innovation
Sensory close-up emphasizing tactility and realism
Color-driven conceptual scene inspired by the product palette
Ingredient or component abstraction (non-literal, symbolic)
Surreal yet elegant fusion scene combining realism and imagination

Visual Rules:
Product must remain 100% accurate in shape, proportions, label, typography, color, and branding
No distortion, deformation, or redesign of the product
Clean separation between product and background

Lighting & Style:
Soft, controlled studio lighting
Subtle highlights, realistic shadows
High dynamic range, ultra-sharp focus
Editorial luxury advertising aesthetic
Premium sensory marketing look

Overall Feel:
Modern, refined, visually cohesive
High-end commercial campaign
Designed for brand websites, social grids, and digital billboards
Hyperreal, cinematic, polished, and aspirational

Why This Works

There are three key mechanisms at play in this prompt structure.

1. Defined Aspect Ratio and Grid Specifying a 3x3 grid in 3:4 aspect ratio is crucial for modern social placements. It gives you nine portrait-oriented assets that are ready for Instagram Stories or TikTok backgrounds immediately.

2. The 'Visual Rules' Block We explicitly command the model that the product must remain 100% accurate. This is the most important section. Without it, the AI might take creative liberties with the logo or the shape of the bottle. We want creativity in the background, not the product itself.

3. Distinct Conceptual Hooks Instead of asking for "nine cool images", we provide specific directions for each cell, such as "Extreme macro detail" or "Floating elements". This ensures you get a divers4e range of assets—some for detail shots, some for hero headers, and some for abstract storytelling.

The Output

The result is a cohesive set of images that look like they were shot during the same expensive studio session. The lighting remains soft and controlled across all nine frames, binding them together into a single campaign aesthetic.

Here's another example:

And the output:

And one more…

And the output…

This method is perfect for quickly building mood boards for clients or generating filler content for social media schedules without organising a physical shoot.

Give it a try with your own product images and let us know how you get on.