FluidGen is a browser-based AI product-image studio for e-commerce sellers and teams preparing visuals for online storefronts, marketplaces, and social campaigns. Users upload a product photo and create alternate scenes by choosing built-in or custom backgrounds, lighting, color temperature, shadow softness, aspect ratio, image size, and channel presets. The service can produce variations and square, vertical, or wide crops, with brand-color controls, SKU-organized batches, and downloadable image files for product listings, ads, and storefronts. Presets are designed for Amazon, Shopify, and social content, and image processing is handled server-side. Plans allocate monthly credits, with credit use varying by generation complexity. FluidGen is intended for sellers refreshing catalogs or creating campaign imagery from existing phone or camera photos.