Catwalk.AI vs Fit It On

Catwalk.AI combines fashion design tools, virtual try-on, and creation of fashion photos and videos. Its Studio lets users develop design ideas from prompts, reference images, or sketches. Users can upload a photo to try on their own clothing or catalog items; the site lists over 1 million items from more than 250 brands. Generated media can feature users or AI models, and results can be saved and shared. Users can make profiles and content public. Models can create AI versions of themselves for brand photo and video campaigns and earn licensing income when brands use the media. Catwalk.AI also promotes model imagery for fashion brands and Shopify stores; its Shopify workflow involves generating images, downloading them, and uploading them to product listings, with batch processing described. The app is listed for iOS and macOS, and the US iPhone listing requires iOS 18.0 or later. A free download is listed, with try-on packs at $9.99, paid once for 10 try-ons and $99.99, paid once for 100.

Fit It On is an AI virtual try-on platform for ecommerce fashion brands. It generates fashion images of clothes on AI models and lets shoppers preview garments on themselves. Product to Model turns one product image into an on-model photo without a photoshoot. The studio also lists prompt try-on, pose control, ghost mannequin generation, angle generation, background removal, quality enhancement, and image-to-video tools. Users can make reusable AI fashion models or upload faces to use across designs. Its Shopify app adds a try-on widget to product pages, displayed as a floating icon or inline button. The developer API provides REST endpoints for image generation, virtual try-on, and custom model creation, with asynchronous jobs and webhook support. The company says try-on photos are not used to train general AI models and can be deleted from the gallery. Studio features consume credits: try-on uses 1–3, image generation 1–5, and video 6–12, depending on settings or duration. Shopify Free includes 30 try-ons per month. Studio Starter costs $15 a month; paid plans also include Shopify and studio tiers.