The Hoilo blog
Virtual try-on, honestly
Notes from the people building a try-on app — how the technology actually works, where it still falls over, and what any of it changes about buying clothes you can't touch first.
9 articles
Google Doppl alternatives: what to use now that it's gone
Google Labs shut Doppl down on 30 April 2026 and moved try-on into Search instead. Four kinds of replacement exist — Google's own, the retailer's own, a standalone app and the open-source demos — and which one you want depends entirely on what you were using Doppl for.
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Is virtual try-on free?
What costs nothing, what runs a meter, and the arithmetic behind every paywall in the category.
Best virtual try-on apps in 2026
Retailer built-in, search, avatar apps and standalone photo apps — the four types compared.
AI virtual try-on, explained
What it is, how it differs from AR try-on, how accurate it really is, and where your photo goes.
What happens in those 20 seconds
Garment isolation, pose reading, diffusion rendering — the pipeline in plain English.
See how a dress looks on you
The method for dresses specifically, and how to fix a result that comes out wrong.
Try clothes on from a photo
Which photo of yourself gives good results, which ones ruin the try-on, and why.
Virtual try-on for shoes
Sneakers, boots and heels: where footwear try-on holds up, and where it doesn't.
Questions people ask first
Accuracy, privacy, what happens to your photos, and what try-on can't promise.
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Try it while you're here
Everything we write about comes out of building the app. Paste a product link, or photograph something on the rail, and see the result for yourself.
Free try-ons to start · No account · iOS 16+