The best AI virtual try-on for e-commerce fashion brands, 2026

It depends which half of the problem you have. If you need shopper-facing try-on on a Shopify product page for free, Nivera is the easiest start. If you only need on-model images generated and integrate them yourself, FASHN is the cost leader at $0.075 per image. Alovia ranks first overall because it is the only tool here that does both, and then carries the images into a catalog and an orderable flipbook.

No. A widget try-on costs 10 credits, which is about $1.00 at Alovia's $0.10-per-credit rate, against FASHN's $0.075 per image through its developer API. They are different products — one is a hosted widget with sessions, limits, analytics, and webhooks, the other is a raw API you build around — but on cost per image alone Alovia is not close, and if per-image cost is your deciding factor you should not pick Alovia.

With Alovia's widget, their own photo — there is no preset-model fallback. The API rejects any request that arrives without a shopper image, and the widget prompts the shopper to take or upload a photo. Some tools instead let shoppers switch between preset models of different body types, which is a different experience: it shows the garment on someone like them rather than on them.

With Alovia, yes. The widget is a single script tag with ready-made snippets for plain HTML, Shopify Liquid, and WooCommerce PHP, plus a DOM auto-detect mode and a JavaScript API for custom storefronts. UTRY and Nivera are Shopify App Store apps, so they are tied to Shopify. WearView states in its own comparison article that it has no native Shopify or WooCommerce app at all.

Alovia's widget reports an estimated 20 seconds per generation and polls for the result, so the shopper waits on the product page rather than leaving and coming back. Timing on the other tools is not published on their own pages, so we have not put a number against them.

Alovia caps it in three places: a per-session try limit (three tries per shopper by default), an optional per-day generation cap across the whole key, and a domain whitelist so only your own domains can call the key. You can also switch off anonymous use entirely and require an identifier from your own login system.

Alovia has not measured or published a returns-reduction figure of its own, so we will not quote one. Returns are a real and expensive problem in apparel, and seeing a garment on your own body addresses one cause of them — fit and appearance uncertainty — but it does not address sizing accuracy, fabric feel, or colour reproduction on a bad monitor.

It does not tell a shopper their size — none of the tools verified for this page ships size or fit recommendation. It does not fix bad source photography, since the try-on is only as good as the garment image you feed it. And it is the wrong first investment if you do not yet have on-model imagery at all: generating your catalog is the bigger constraint, and that is the brand-side half of this list.

You should discount it, and we have tried to make that discount possible rather than argue you out of it. Every rival figure here was fetched from that vendor's own pricing page or App Store listing on 4 August 2026 and recorded with its URL, two candidates were dropped because we could not verify them from a first-party source, and the three rows where a rival beats Alovia — cost per image, one-click install, and free entry tier — are in the table rather than left out.