Google's Virtual Try-On: What Merchants Need to Know
You're likely already opted in. Google's exact image requirements for try-on, which categories qualify, what it does not guarantee, and how to opt out.
Virtual AI Fashion Try-On — See Clothes on Any Model Without a Photoshoot
Create on-model visuals from a single product photo and ship e-commerce assets fast.
01Upload your garment
No photo handy? Try one of these:
02Choose a model+95 more inside
03Choose a venue+49 more inside
04Choose a pose
101 models, every body type
4 credits per image
Full commercial use rights
Plans from $14 a month
View Pricing101
AI models
50
Scenes
36
Fashion poses
4
Credits per image
Before / After
Virtual try-on: phone photo in, catalog photo out.
These are unretouched Fashio AI results. The left frame is the kind of photo you already take; the right is what goes on the product page.
Your photo
Fashio AI
Your photo
Fashio AI
Your photo
Fashio AIHow it works
How virtual try-on works: four steps, one run.
One garment, one run. The set you upload in step 01 is the set on the model in step 04 — nothing swapped in between.
Source · phone flat-lay01
Upload the garment
A flat-lay, hanger, or ghost-mannequin shot. A phone photo in daylight is enough.
Cast · the model below02
Pick a model
Filter the library by body type, skin tone, age, and hair until the casting fits your buyer.
Set · warm plaster03
Choose the backdrop
Studio seamless for the listing, or a catalogue set — riad, street, poolside — for the campaign.
Output · listing frame04
Generate and publish
One run returns the finished frame. Download it as PNG or JPEG for the listing.
Fashio AI
Why Fashio AI for fashion product photos?
Fashio AI is built for one job: putting the garment you already photographed onto a model, at a published price per image. A fashion image costs 4 credits, $1.12 on the Starter plan.
Built for garment photos
One product photo, a flat-lay, a mannequin shot or a phone picture, becomes an on-model, ghost-mannequin or lingerie image. The garment is the input, not a text prompt.
Lingerie that general image tools refuse
Bras, briefs and sets run through a dedicated lingerie pipeline, because general image models flag intimates and refuse them. One request takes up to 13 garment photos.
A published price per image
4 credits per fashion image: $1.12 on Starter, $0.75 on Plus, $0.40 on Pro. Every tool's credit cost is listed on a public spec page.
Casting range you can pick from
101 AI models across 10 body types in both genders and 10 ethnicities, with 87 poses and 50 scenes.
One credit balance across web, apps and API
The web studio, the Android app, the REST API and the MCP server all spend the same credits; the Shopify app runs on its own Shopify-billed plan. The site is published in 24 languages.
Commercial use of every output
Use what you generate on product pages, marketplaces, ads, social and print, with no royalties or attribution, on every plan and credit pack.
What Fashio AI does not do
No batch processing: images are generated one at a time. No 8K: the upscaler is a fixed 2×. No free plan. It is a tool for sellers, not a try-on app for shoppers.
The casting
101 try-on models. Your buyer is one of them.
Every body type, skin tone, and age range, ready before you upload anything, so shoppers see the piece on someone built like them.
Adrian
Mediterranean · 30s
Alessia
European · Slim
Amara
West African · Bob
An
East Asian · Editorial
Ananya
South Asian · Natural
Elijah
Black · Curly
Elisa
European · Colour hair
Erica
Black · Long hair
Finn
Redhead · 20s
Isabella
Blonde · Commercial
Joanna
Nordic · Soft blonde
Khadija
Mixed · Warm tone
Leena
Latina · Deep tone
Liam
European · Clean cut
Lucas
European · Brunette
Maeve
Freckled · Curly red
Malik
Black · Bearded
Mona
Brunette · Editorial
Nicola
Blonde · Short crop
Nikolai
European · Dark hair
Rose
Auburn · Freckled
Sarah
Black · Afro
Sofia
Brunette · Fringe
Yuna
East Asian · Platinum
Showing 24 of 101. Body type, ethnicity, age, hair, and pose are all selectable — or generate a custom model and reuse it across the season.
Backdrops
Virtual fitting room: listing and campaign shots from one upload.
Marketplaces want white seamless. Instagram wants a street. You should not have to book two shoots to get both.
Studio
Studio
Studio
Studio
Studio
Interior
Interior
Street
Location
Location
Location
LocationEverything You Need for Virtual Try-On Photography
Full AI Model Library
A range of body types, skin tones, and age ranges, ready to use
Backdrop Control
Studio seamless, daylight interior, street, gym, or resort
Detail Preservation
Logos, prints, and embroidery survive the transfer
Same Garment, Several Models
Run one garment across different models, one generation each
Full Commercial Rights
Publish anywhere — no royalties, no model release
Shopify Publishing
Push finished shots straight onto your listings
Use cases
Virtual try on for teams shipping listings daily.
01
Catalog Coverage
Give every SKU and colorway an on-model shot, including the long tail that never justified a studio booking.
02
Size-Inclusive Merchandising
Show the same garment across body types so shoppers buy their real size the first time instead of ordering two.
03
Marketplace Consistency
Hold lighting, angle, and styling steady across Amazon, Shopify, and your DTC store so listings read as one brand.
Customer stories
What virtual try-on users say
Brands using virtual try-on to cover the catalog they could never afford to shoot.
We were shooting one model day a quarter, which meant half the catalog never got an on-model photo. Now the long-tail SKUs get one too, and those are the listings that moved.
Leah T.
Founder, womenswear label
340 SKUs
The part I did not expect was consistency. Same garment, ten models, and the colour holds. Our old shoots drifted between mornings and afternoons and we retouched to fix it.
Marcus D.
E-commerce manager
Marketplace seller
I photograph on a bedsheet with my phone and get back something I would have paid a studio for. The close-up trick for embroidery made the difference on our detailed pieces.
Ayşe K.
Boutique owner
Modest wear
Virtual Try-On FAQ
Fashio AI produces photorealistic, studio-quality images. The AI handles fabric drape, shadow, and skin-tone matching so the result looks like an actual photoshoot — not a pasted cutout. Most brands use the output directly on their product pages without additional retouching.
A flat-lay, hanger, or ghost-mannequin shot in bright, even daylight, with the whole garment inside the frame. A phone photo is fine — most of the examples on this page started as one. Add a close-up of any detail you need reproduced exactly, like a logo, print, or embroidery, and shoot the back as well if it differs from the front.
Tops, dresses, jackets, pants, skirts, activewear, swimwear, and outerwear all work well. The engine handles layered outfits too, so you can show a blazer over a blouse or a coat over a full look. Jewelry, eyewear, bags, and footwear are supported through the dedicated on-model tools.
Yes. Choose body type, ethnicity, age range, hair, and pose from the model library, then pick a backdrop — studio seamless, daylight interior, street, gym, or resort. You can also export on a transparent canvas with AI background removal and drop the model into your own scene.
Yes, and it is the main reason brands use virtual try-on. Generate one garment across different body types, skin tones, and ages so shoppers see someone who looks like them. Every run keeps the same garment, so colour, cut, and detail stay consistent across the whole set.
Yes. Every plan and pack includes full commercial use rights, so you can publish the output on product pages, marketplaces, ads, and social without extra licensing. There are no per-image royalties and no model release to chase, because no photographer or model was booked.
Each image is one run, and Fashio publishes no fixed time. Images are generated one at a time — there is no batch mode — so one garment across ten models is ten runs. It is minutes, not the days a shoot takes to schedule.
Plans start at $14 a month (Starter, 50 credits); Plus is $29.99 (160 credits) and Pro $49.99 (500 credits). One try-on image costs 4 credits, about $1.12 on Starter; background removal is 2, an AI video 15. There is no free plan; generating needs a membership from $14 a month. See the pricing page for current plans.
Yes. The Shopify integration lets you generate on-model images and push them straight to your product listings. Sync your catalog, generate visuals, and publish from one dashboard.
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Open-Source Virtual Try-On Models Compared: IDM-VTON, CatVTON, OOTDiffusion, Leffa, FASHN & 14 More
19 open-source virtual try-on models checked Oct 2026: GitHub, Hugging Face demos, VRAM, licences. Only 2 allow commercial use.
Virtual Try-On AI: Complete Ecommerce Guide (2026)
Everything you need to know about virtual try-on AI for ecommerce. How it works, ROI data, implementation guide, and why returns drop 30-40%.
Let your customers visualize how garments look on diverse body types and skin tones — without a single photoshoot. Fashio AI's virtual try-on generates photorealistic on-model imagery from one product photo, so every product page sells with confidence.
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Why Virtual Try-On AI Is Reshaping Fashion E-Commerce
Your photoFashio AIReturns are one of the largest costs in online fashion, and "it didn't look like I expected" is one of the most common reasons shoppers send items back. Flat-lay photos and size charts only go so far. When customers can't picture how a dress drapes on their body type or how a jacket fits across broader shoulders, they either abandon the cart or buy-and-return. Both outcomes eat into your margins.
Brands that let shoppers see garments on a body report fewer size-related returns, because expectation mismatch is the main reason apparel comes back. Products shown on real-looking, relatable models also give shoppers more information than a blank mannequin or a single-body-type photo does.
Consumer expectations have shifted, too. Shoppers now compare your product pages against brands that already offer virtual try on clothes experiences. If your catalog still relies on a handful of studio shots, you're losing sales to competitors who show every garment on multiple models — across different ages, ethnicities, and body shapes. Virtual try-on AI closes that gap without the cost of traditional photoshoots.
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How Virtual Try-On Works With Fashio AI
Getting started takes three steps — no design skills, no 3D software, and no waiting for studio bookings.
- 01
Upload Your Garment Photo
Drag and drop a flat-lay, ghost mannequin, or hanger shot of any garment. Fashio AI's product to model AI engine isolates the clothing item automatically, even handling tricky fabrics like sheer blouses or textured knits.
- 02
Choose Your Model
Select from a wide range of AI-generated models by body type, ethnicity, age range, and pose. Need the same top shown in a relaxed stance and a confident walk? Use Fashio AI's pose variation tool to generate multiple poses from a single selection — no reshooting required.
- 03
Download On-Model Imagery
Fashio AI renders a photorealistic image of the garment on your chosen model. Download it as a PNG or JPEG for your product page, then run the next SKU. Need a clean cutout? Pair it with AI background removal for marketplace-ready assets.
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Key Virtual Try-On Benefits for Fashion Brands
Your photoFashio AI- 01
Reduce Returns, Increase Conversions
When customers can virtually try on clothes online free of guesswork, purchase confidence goes up. Showing a garment on a body that looks like the shopper's answers the fit question before the order. Each percentage point of returns avoided matters: for a fashion retailer doing $10M a year, it is revenue kept rather than refunded.
- 02
Wide Model Diversity
Traditional photoshoots force you to cast a limited number of models. Fashio AI's AI fashion model generator removes that constraint entirely. Show your collection on every ethnicity, body type, and age range your audience represents — no casting calls, no scheduling conflicts, no travel budgets. Inclusive representation becomes the default, not a stretch goal.
- 03
Scale Your Catalog Without a Studio
Launching 50 new SKUs? Put each garment on 10 different models in minutes, not weeks. Seasonal refreshes, flash drops, and marketplace expansions no longer bottleneck at the photo studio. Your creative team spends time on strategy instead of logistics.
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Virtual Try-On AI Use Cases
Campaign- E-commerce product pages — Replace single-model galleries with diverse on-model imagery that matches your customer base. Higher relatability drives higher conversion.
- Social media marketing — Generate scroll-stopping lifestyle shots for Instagram, TikTok, and Pinterest without organizing a single shoot day.
- Marketplace listings — Amazon, Zalando, and ASOS all reward listings with multiple on-model images. Scale your marketplace presence with AI-generated visuals that meet each platform's requirements.
- Influencer-style content without influencers — Create authentic-looking model content for ads and organic posts, on brand and on budget, without negotiating usage rights or waiting on deliverables.
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Virtual Try-On Questions, Answered
LookbookHow realistic is the virtual try-on output?
Fashio AI produces photorealistic, studio-quality images. The AI handles fabric drape, shadow, and skin-tone matching so the result looks like an actual photoshoot — not a pasted cutout. Most brands use the output directly on their product pages without additional retouching.
What garment types does Fashio AI support?
Tops, dresses, jackets, pants, skirts, activewear, swimwear, and outerwear all work well. The engine handles layered outfits too, so you can show a blazer over a blouse or a coat over a full look. Jewelry, eyewear, bags, and footwear are supported through the dedicated on-model tools.
Can I customize the model's appearance and background?
Yes. Choose body type, ethnicity, hair style, and pose. For backgrounds, select from preset studio and lifestyle environments or use AI background removal to export on a transparent canvas and place the model wherever you need.
How does pricing work?
Plans start at $14 a month (Starter, 50 credits); Plus is $29.99 (160 credits) and Pro $49.99 (500 credits). One try-on image costs 4 credits, about $1.12 on Starter; background removal is 2, an AI video 15. There is no free plan; generating needs a membership from $14 a month.
Does Fashio AI integrate with Shopify?
Yes. The Shopify integration lets you generate and push on-model images directly to your Shopify product listings. Sync your catalog, generate visuals, and publish — all from one dashboard.
How fast is the image generation?
Each image is one run, and Fashio publishes no fixed time. There is no batch mode — one garment on 10 models is 10 runs — but the process is still minutes, not the weeks of booking and executing a traditional shoot.
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More Virtual Try-On Guides
Menswear- Virtual Try-On AI: Complete Ecommerce Guide (2026) — How virtual try-on works, ROI data, and what it does to returns.
- AI Product Photography: Complete Ecommerce Guide — End-to-end pillar guide on AI product photography.
- Best AI Fashion Model Generators Compared — Compare model generators that pair with virtual try-on.
Ready to try virtual try-on? Start your first try-on →