Best AI Outfit Generators and Virtual Try-On

Alta is the most complete free AI stylist we found. You build a digital closet by forwarding shopping receipts, picking items from its database or photographing clothes (it removes backgrounds and fills in details such as fabric). Then it suggests daily outfits for the weather and your schedule, builds looks for events ("work conference in Vegas"), generates packing lists and travel lookbooks for multi-city trips, and flags gaps in your wardrobe. Its try-on shows outfits on an avatar that looks like you rather than on a real photo, which is less realistic than Google's try-on but fine for planning.

Privacy is the trade-off for a free service. Alta's policy (effective January 2026) says it collects uploaded photos, body measurements and feedback for its AI features, trains a personal style model on your feedback, uses de-identified data to improve the service, and shares data with AI service providers. It gives no fixed retention period for photos, though you can delete your account. The App Store label lists precise location and photos as data linked to you, but no cross-app tracking.

Pick it if you want help wearing what you already own. Skip it if you are not comfortable sharing body measurements.

Gemini works as both stylist and fitting room. Ask what to wear to a summer wedding with a navy suit you own and it will suggest combinations; then upload a full-length photo of yourself and a product photo of a jacket and ask it to show you wearing it. Google's Nano Banana image models are among the best at editing a person while keeping them recognisable, so this is the most flexible free try-on we found, and unlike Google Shopping's try-on it works with any image, including screenshots from shops and social media, and outside the US.

It does not keep a wardrobe for you, and you write every request yourself. Like any generative edit, it can change details such as the pattern, length or your body shape, so compare with the product page.

Privacy needs one setting change. With Keep Activity on (the default), Google keeps your chats, including full-length photos, until they auto-delete after 18 months, and a sample is read by human reviewers and kept for up to three years. Turn Keep Activity off first and Google says new chats are kept for 72 hours.

Pick it if you want to try on anything, free. Skip it if you want an app that remembers your closet.

ChatGPT is a good personal stylist to talk to. Describe your body shape, budget, dress code and the clothes you own, and it will suggest outfits and explain why they work. Upload a full-length photo and a product image and it will show a try-on, then adjust it ("tuck the shirt in", "try it in olive"). It follows detailed instructions well, but like any generative edit it can change the garment or your proportions, so check the real product photos before you buy.

It has no closet database and no shopping-style try-on buttons, so you paste in each item yourself.

Privacy needs attention. Unless you switch off "Improve the model for everyone" in Data controls, OpenAI can use your chats to train its models. Deleted chats are removed within 30 days, but OpenAI's help centre notes that deleting a chat does not delete files saved separately in your Library. A Temporary Chat avoids both: OpenAI says it is never used for training and is deleted within 30 days.

The free plan has a small image allowance; Go costs $8 a month and Plus $20.

Pick it if you want advice and a preview together. Skip it if you want an app that tracks your wardrobe.

Acloset, from Seoul-based Looko, is the strongest all-round wardrobe app with try-on. You add clothes by photographing them, by snapping a mirror selfie (it detects each item), or by importing from shops such as Amazon, Zara and Shein. Its AI stylist then suggests outfits for your schedule, weather and mood, analyses your best colours and body type, and makes a try-on preview from your photo and the clothes you pick. Outfit calendars, packing with weather data and cost-per-wear stats round it out. Acloset says 8 million people use it.

All features are free for up to 100 items, which covers many wardrobes; Basic costs $3.99 a month if you have more.

Privacy is the weak spot. The iPhone app's privacy label lists contact info, identifiers and usage data that may track you across other companies' apps. Acloset's policy (effective April 2026) describes uploaded content such as photos and outfit ideas as intended to be shared with other users on your profile, and gives no fixed retention period. Check the visibility of anything showing your body before you post it.

Pick it if you want to digitise your whole wardrobe. Skip it if cross-app tracking bothers you; Alta does not track.

Google Shopping's try-on is the easiest way to see a real product on you before you buy, if you are in the US. Tap the "try it on" icon on an apparel listing in Search, Google Shopping or Google Images, upload a full-length photo, and a moment later you see yourself in the item. You can save looks, scroll through ones you tried and share them with friends. Google says it runs on a custom image model for fashion that understands how fabrics fold, stretch and drape on different bodies, and it covers billions of items in Google's Shopping Graph. It launched in the US in July 2025 after a Search Labs test.

It is a fitting room, not a stylist: it does not plan outfits from your closet or suggest what to wear. Google's announcement posts give no specific retention period for try-on photos, which fall under your Google Account and Google's general privacy policy, so we scored privacy cautiously.

Google also launched Doppl, a Labs app that animated try-ons into short videos. Its App Store and Google Play listings were no longer available when we checked on 26 September 2026.

Pick it if you shop online in the US and want to see an item on you. Skip it if you want outfit ideas; use Alta or Gemini.

Whering is the best free closet organiser, and it needs no photos of your body. Add clothes from a database of more than 100 million items, from retailer websites, with its Chrome extension, or by photographing them (it removes the background). It then suggests outfits daily, shuffles your closet with a "Dress Me" feature, and offers an Outfit Maker with a Style Pass or credits. Packing lists, wishlists, moodboards and cost-per-wear stats make it a strong tool for buying less and wearing more. Whering says more than 10 million people have joined.

What it lacks is try-on: it styles flat images of your clothes, not you.

Privacy is fairly good. Whering, based in London, says it never sells personal data, keeps account data until you delete your account plus a three-month grace period (unless you ask for immediate removal), and names two AI vendors in its policy: Pixyle and remove.bg (Kaleido AI). The iPhone label shows identifiers that may track you across apps.

Pick it if you want to organise and restyle your wardrobe for free. Skip it if you want to see clothes on your own body.

DLOOK, formerly Dressy, is a dedicated try-on app. Screenshot a dress from a shop or an outfit from social media, upload it with a photo of yourself, and it shows you wearing it. It also offers colour analysis, a digital closet and daily outfit ideas. It has 4.8 stars from about 1,150 US App Store ratings.

Its privacy policy (updated June 2026) is better than most try-on apps'. DLOOK says try-on images are made on its own self-hosted servers, facial line maps are deleted immediately after generation, and outside providers (OpenAI and Google, used for colour analysis and chat) are contractually barred from training on your data. It does not say how long your full photos or results are kept, or whether DLOOK trains its own models. Users must be 18 or over, and the iPhone label shows identifiers that may track you across apps.

The catch is price: $9.99 a week, or $59.99 to $99.99 a year, plus credit packs. For occasional try-ons, Gemini does a similar job free.

Pick it if you try on screenshots often and will pay yearly. Skip it if you only need a few try-ons.

YouCam Makeup, from Perfect Corp, adds outfit try-on to its hair and makeup tools. The app's AI Wardrobe offers more than 100 outfit styles, or you can upload a garment of your own, and the web AI Clothes Changer has 50+ styles from office wear to evening gowns and streetwear. You upload a clear photo, pick a style, and the AI replaces what you are wearing. Perfect Corp says fabrics drape to your body shape.

It is a fun, polished editor rather than a stylist: there is no closet, no outfit planning and no link to shopping, so it scores low on those criteria.

Privacy is middling. Perfect Corp's policy (effective June 2026) says photos uploaded for cloud try-on are permanently deleted once you finish, but its generative features can use a long list of outside AI providers, and the iPhone app's label lists location, identifiers and usage data used to track you across other apps.

Pick it if you already use YouCam for hair or makeup and want to see yourself in a new look. Skip it if you want help deciding what to wear; Alta and Acloset do that.