Will all my products have the same scene?

Yes, batch mode applies your scene description (or reference image) to all products consistently. This ensures a cohesive look across your catalog.

Which model should I choose?

Gemini 3 Pro offers the best quality for premium results. Bria is optimized for e-commerce products with placement controls. GPT Image 2 provides high fidelity. Seedream and Flux 2 are great for creative scenes.

How fast is batch processing?

Processing time varies by model: 5-8 seconds for Bria, 8-12 seconds for Gemini. A batch of 50 products typically completes in 5-10 minutes with parallel processing.

What if some images fail?

Failed images are flagged but don't stop the batch. You can retry failed items individually or download all successful results. You're only charged for successfully processed images.

Batch Product Lifestyle

Place multiple products in lifestyle scenes at once.

SingleOne image BatchMultiple images

Checking batch access…

How It Works

Add Your Product Images

Drag and drop product photos, paste URLs, import from CSV/Excel, or connect to Google Sheets. Process entire catalogs in a single batch.

Configure Scene & Model

Describe the lifestyle scene or upload a reference image. Nano Banana 2 Lite is the default, with Gemini 3 Pro, GPT Image 2, Bria, Seedream, and Flux 2 as alternatives.

Generate & Export

Start batch processing with real-time progress. Download as ZIP, export CSV with URLs, or auto-upload directly to your Sirv CDN account.

Batch Processing Features

Unlimited Products

Process hundreds or thousands of product images in a single batch. Handle entire catalogs efficiently.

6 AI Models

Nano Banana 2 Lite (default, starts at 2 credits), Gemini 3 Pro (starts at 15 credits), GPT Image 2, Bria (starts at 4 credits), Seedream, and Flux 2. Source megapixels can increase each quote.

Consistent Scenes

Apply the same lifestyle scene to all products in your batch for a cohesive catalog look.

Reference Images

Upload a reference scene image to guide the AI for consistent styling across your entire product line.

Scene Presets

Use industry-specific presets for kitchen, outdoor, office, studio, and seasonal scenes.

Sirv Auto-Upload

Results automatically upload to Sirv CDN. Save alongside originals or use a custom folder.

Smart Error Handling

Failed images are flagged but don't stop the batch. Retry failed items or download successful results.

Flexible Export

Download ZIP with all results, export CSV with URLs, or let Sirv auto-upload handle everything.

Technical Specifications

Batch Size

Unlimited

Input Formats

JPG, PNG, WebP, HEIC

Max File Size

20 MB each

Output Format

PNG

Processing Speed

5-15 sec/image

Credit Cost

Starts at 2-15 credits; source megapixels can increase the quote

Parallel Jobs

Up to 10

Export Options

ZIP, CSV, Sirv

Compare AI Models

Each model excels at different aspects of lifestyle generation

Feature	Nano Banana 2 LiteDefaultFast, low-cost batch scenes	Gemini 3 ProBest QualityPremium results	BriaProduct OptimizedE-commerce focused
Processing Speed	~2 sec	8-12 sec	5-8 sec
Output Quality	Excellent	Excellent	Great
Reference Images
Product Photos
Creative Scenes
Credit Cost	Starts at 2 credits	Starts at 15 credits	Starts at 4 credits

Export to any platform

Lifestyle images ready for all marketplaces and marketing channels

Amazon

Shopify

eBay

Etsy

WooCommerce

Instagram

Sirv CDN

Perfect For

E-commerce Catalogs

Transform plain product photos into lifestyle shots at scale. Apply consistent scenes across entire product lines for professional catalogs.

Seasonal Campaigns

Quickly update your entire catalog with seasonal scenes-holiday, summer, spring themes-without reshooting.

Social Commerce

Create lifestyle content for Instagram, Pinterest, and social shops. Batch process products for cohesive feeds.

Multi-Channel Selling

Generate platform-specific lifestyle images. Amazon A+ content, Shopify landing pages, marketplace listings-all from one batch.

Frequently Asked Questions

There's no limit. Process hundreds or thousands of product images in a single batch. Our infrastructure handles large catalogs efficiently with parallel processing.

Related Tools

Single Product Lifestyle

Generate lifestyle shots for one product with full preview and multiple variations.

Batch Background Removal

Remove backgrounds from products before placing them in lifestyle scenes.

Batch Upscaling

Upscale your lifestyle images for print or high-resolution displays.