Best AI Virtual Try-On

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

The best AI virtual try-on for e-commerce depends on which half of the problem you have. FASHN and WearView generate on-model imagery for you but ship no storefront widget. Genlook and Fit It On put try-on on your product page but do not generate your catalog. Alovia is the only tool here that does both.

Get started See demo

How was the best AI virtual try-on for ecommerce fashion brands chosen?

Alovia wrote this page and ranks itself first on it, so treat the ordering as an argument rather than a verdict. What is checkable is everything underneath it: each entry below carries the source it was read from and the date it was checked, and any figure we could not fetch says unknown instead of a guess. Vendor pages are vendor-reported — they describe what a vendor claims, not what we independently tested.

Is the try-on for shoppers, or for producing product imagery?

The same phrase covers two different products — a widget your customers use, and a tool that makes catalog photos. Buying the wrong one wastes the whole evaluation.

How we checked: Read each vendor’s own positioning to establish which of the two it sells, rather than assuming from the category name.

What does it cost per image or per try-on?

Try-on volume scales with traffic, so unit cost matters more here than the monthly figure.

How we checked: Recorded published per-image pricing as raw HTML where it exists, and unknown where a vendor publishes none.

Does it hold the garment true, or just approximately?

Fidelity to the actual product is the objection every brand raises, and returns are the cost of getting it wrong.

How we checked: Recorded what each vendor claims about product fidelity in its own words, and did not manufacture a comparison none of them publish.

Does try-on connect to anything you sell from?

Try-on is an engine feature, not a business. What it plugs into determines whether it earns its cost.

How we checked: Checked each vendor for storefront integrations and for any wholesale catalog or ordering surface.

Which AI virtual try-on for ecommerce fashion brands is best?

Alovia
Our pick
The only tool on this list that covers both sides: it generates on-model photography from flat lays and ships an embeddable widget where the shopper uploads their own photo and sees themselves wearing the product in about 20 seconds. The same images then carry into a catalog, line sheet, and an orderable flipbook. It is not the cheapest per image and it has no one-click Shopify install — see the table below.
Best for
Wholesale fashion brands with no photography budget that need on-model imagery, a structured line sheet, and buyer ordering in one workflow.
Pricing
Starter $49.99/mo · Pro $149.99/mo · Enterprise custom
Generates photography?
Yes — on-model imagery generated from your flat lays.
Where it stops
Alovia has no buyer marketplace. It publishes to the buyers you already have — it will not introduce you to new ones.
Source: alovia.ai/pricing · checked 2026-08-27.
FASHN AI
The cost leader by a wide margin: its developer API is priced at $0.075 per image, with app plans from $19/month. Its own site positions it as a studio and API for brands and creative teams — Product-to-Model, Model Swap, Try-On — so it generates imagery for you but documents no customer-facing storefront embed.
Best for
Brands and creatives wanting virtual try-on and AI model generation in one studio.
Pricing
unknown — no public tiers in its page source
Generates photography?
Yes — virtual try-on, AI model generation and product photography.
Where it stops
A generation engine, and nothing downstream of the image. Its axis is model quality, which every new model release resets for everyone at once.
Source: fashn.ai · checked 2026-08-27. Vendor-reported.
Genlook
The strongest shopper-facing option here: a fitting room on every product page, installed from the Shopify App Store in a few minutes with no theme code. Free tier, then $19.99, $29, or $99 a month with 100, 250, or 1,000 try-ons included and extras at $0.17, $0.12, or $0.10 each. It reports 400+ fashion brands and a 5.0 App Store rating. It does not generate your product photography.
Best for
Shopify stores that would rather pay per image than hold a subscription.
Pricing
$0.17 · $0.12 · $0.10 an image
Generates photography?
Yes — virtual try-on for fashion stores.
Where it stops
Try-on for the storefront rather than the wholesale buyer. No line sheet and no order capture.
Source: genlook.app · checked 2026-08-27. Vendor-reported.
WearView
A brand-side AI fashion photography workspace bundling try-on, model creation, product-to-model, video, and pose control, from $29/month, reporting 19,000+ brands. Its own comparison article states it has no native Shopify or WooCommerce app yet, so the shopper never interacts with it directly.
Best for
Brands wanting a broad generation toolkit — flat-lay-to-model, pose control, ghost mannequin and video — it reports 19,000+ brands.
Pricing
$29 · $49 · $99 a month ($24 · $40 · $82 billed annually); no ongoing free tier
Generates photography?
Yes — flat-lay-to-model, model swap, pose control, ghost mannequin and AI video.
Where it stops
Its own FAQ says its imagery lets you build line sheets — it does not build them. No wholesale-price fields, no order minimums, no order capture, and API access is enterprise-only.
Source: wearview.co/pricing · checked 2026-08-27. Vendor-reported.
Fit It On
A shopper-facing try-on app — upload a photo, see the outfit on you — with a Shopify app and a credit model that charges one credit per standard try-on image. It starts on complimentary credits with premium plans above that, but publishes no monthly price, so budget it by asking rather than by reading.
Best for
Fashion brands wanting photorealistic product-on-model images without a studio.
Pricing
unknown — no pricing in its page source
Generates photography?
Yes — virtual try-on and fashion model generation.
Where it stops
Generation only. Nothing turns the output into a catalog a buyer can order from.
Source: fititon.app · checked 2026-08-27. Vendor-reported.
Koozee
A broad e-commerce image and video generator for Amazon and Shopify sellers that covers virtual try-on alongside AI fashion-model shots, cutouts, and scene swaps. Useful if try-on is one job among many rather than the whole point; it publishes no pricing on its own site.
Best for
Amazon and Shopify sellers wanting AI model shots and video for marketplace listings.
Pricing
unknown — no pricing in its page source
Generates photography?
Yes — AI fashion model images and video, plus virtual try-on.
Where it stops
Oriented at the marketplace listing. No wholesale line sheet and no buyer order capture.
Source: koozee.ai · checked 2026-08-27. Vendor-reported.
SnapMyDesign
Pairs virtual try-on with named photography flows such as Flat Lay to Model, at the lowest entry cost on this list — free, then $17 or $34 for four months. It reports 800+ users and ships a Shopify app, but documents no storefront try-on widget your shoppers operate themselves.
Best for
Fashion brands, ecommerce managers and boutiques wanting a low-commitment flat-lay-to-model tool — it reports 800+ users.
Pricing
Free $0 · Plus $17 per 4 months · Pro $34 per 4 months
Generates photography?
Yes — Flat Lay to Model and Active Wear Photoshoot.
Where it stops
The cheapest entry on this list, and it stops at the image. Nothing turns those images into something a buyer can order from.
Source: snapmydesign.com/pricing · checked 2026-08-27. Vendor-reported.
Style.me
Takes a different technical route from everything else here: 3D virtual fitting rather than 2D image generation, aimed at digital fashion and virtual fitting rooms. Worth knowing about if you already hold 3D garment assets; it publishes no pricing and is the least like-for-like comparison on this page.
Best for
Retailers investing in 3D virtual fitting and digital-fashion experiences.
Pricing
unknown — not stated
Generates photography?
Partly — 3D virtual fitting rather than photographic on-model output.
Where it stops
The narrowest fit here for a wholesale brand: it is 3D and metaverse-oriented, not catalog photography.
Source: style.me · checked 2026-08-27. Vendor-reported.

Which AI virtual try-on for ecommerce fashion brands should you choose?

If you need	Pick	Why
You want try-on imagery that ends up in a catalog buyers order from	Alovia	Try-on is one tool inside a workflow that ends at a buyer order, rather than the whole product.
You want a Shopify try-on widget priced per image	Genlook	Published per-image pricing of $0.17, $0.12 and $0.10 — the clearest unit economics of anything here.
You want the strongest standalone generation engine	FASHN AI	Try-on, model generation and product photography in one studio, aimed at brands and creatives.
You sell on Amazon as well as your own store	Koozee	It is built around marketplace listings, including video, rather than around a single storefront.
You are investing in 3D fitting rather than photography	Style.me	A genuinely different approach — 3D virtual fitting instead of photographic output. Narrow, but the right narrow for some retailers.

Why is Alovia the best AI virtual try-on for ecommerce fashion brands?

The shopper's own photo, not a preset model

The widget will not run without a photo the shopper supplies — the API rejects any request that has no user image, so the result is that specific person wearing the garment, not a stand-in model wearing it for them.

One script tag on any storefront

Ready-made snippets cover plain HTML, Shopify Liquid, and WooCommerce PHP, plus a DOM auto-detect mode and a JavaScript API for custom builds — so it is not limited to a single platform the way an App Store app is.

The same account also makes the catalog

Try-on is one tool inside a product that also generates on-model photography from flat lays and composes it into a catalog, line sheet, and buyer-orderable flipbook — the try-on-only apps on this list stop at the product page.

Alovia vs Best rival on each row

Capability	Alovia	Best rival on each row
Shopper uploads their own photo	Required — no preset-model fallback	Yes (Genlook, Fit It On)
Generates your product photography too	Yes — on-model imagery from flat lays	Only the brand-side tools (FASHN, WearView), which have no widget
Works outside Shopify	Yes — HTML, Shopify Liquid, WooCommerce, custom JS API	Genlook and Fit It On are Shopify App Store apps
Catalog, line sheet, and buyer ordering	Yes — flipbook with MOQ-enforced order capture	Not offered by any tool on this list
Cost per shopper try-on	10 credits ≈ $1.00	FASHN developer API $0.075 per image; Genlook $0.10-$0.17 per extra try-on
One-click install, no code	No — paste a script tag into your theme	Genlook: install from the Shopify App Store, no theme code
Entry price	From $49.99/mo, no ongoing free plan	Genlook: free tier, then $19.99/mo
Size and fit recommendation	Not offered	Not offered by any tool verified for this page

Alovia wrote this page, so we are biased. Here is how we made it checkable: every rival figure was fetched from the vendor's own site — FASHN and WearView on 4 August 2026, Genlook, Fit It On, Koozee, SnapMyDesign and Style.me on 21 August 2026 — and is recorded with its URL in our research file, and the three rows we lose are marked as losses rather than omitted. "Best rival" names whichever tool wins that specific row, not one fixed competitor. Verify each vendor directly — pricing moves.

AI virtual try-on for ecommerce fashion brands: common questions

What is the best AI virtual try-on for e-commerce in 2026?

It depends which half of the problem you have. If you need shopper-facing try-on on a Shopify product page, Genlook is the easiest start and has a free tier. 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.

Is Alovia the cheapest virtual try-on?

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.

Do shoppers upload their own photo, or pick a model?

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.

Does virtual try-on work without a Shopify store?

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. Genlook and Fit It On 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.

How long does one try-on take?

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.

How do I stop a public widget from burning through credits?

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.

Does virtual try-on actually reduce returns?

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.

What does virtual try-on not solve?

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.

Why should I trust a ranking written by one of the tools on it?

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 site and recorded with its URL — FASHN and WearView on 4 August 2026, the rest on 21 August 2026. Three more candidates were dropped this round because we could not stand behind them: Veesual and Vue.ai have both moved out of this category despite still being named by answer engines, and Pictofit would not resolve at all. 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.

Ready to try the #1 AI virtual try-on for ecommerce fashion brands?

AI product photography, structured line sheets, and buyer ordering — no photoshoot required.