Returns are eating your margin. We stop them at checkout.

What you're up against

Online apparel shoppers can't touch and can't try. So they do one of three things, and all three are bad for you. They abandon the cart, because they aren't sure.

They buy two sizes intending to keep one, which means your "sale" is a margin loss the moment reverse logistics kicks in. Or they guess wrong and send everything back. Apparel return rates of 15 to 30 percent are the industry baseline, and they are rising.

The current generation of "AI try-on" apps does not fix this. Most of them are thin wrappers around generic image-generation models. They render cartoonish avatars. They get faces wrong. They hallucinate fabric where there is none. And they charge ten cents or more per try-on the moment a product goes viral. That is not a solution. It is a tax on growth.

What Tuck does differently

Two things, and they are the things competitors don't have.

Real photo realism. We render the garment directly onto the customer's actual photograph. Their face, their body, their proportions. Tuck simulates how silk drapes, how denim folds, how cotton wrinkles. Texture, sheen, shadow. No warped faces, no extra fingers, no uncanny valley.

Intelligent size recommendation. While the customer is looking at the visual, our Fit Intelligence engine has already analysed their body proportions and is recommending the precise size. Not a guess pulled from a generic chart. The actual size, for that body, in that garment, against your size chart, with your tolerances. That recommendation is what kills the "buy two, return one" habit.

The combination of the two is the entire product. Visual confidence on its own drives conversion. Size confidence on its own drives returns down. We do both, in the same session, on the same product page.

What you get

A drop-in plugin for Shopify and WooCommerce, plus a clean REST API for custom tech stacks. Most stores are live in a matter of days.

Tuck pulls product images straight from your existing catalog. There is no manual upload, no photoshoot rework, no 3D assets to commission.

The widget loads asynchronously, so your Core Web Vitals stay clean and your mobile checkout stays fast. SEO does not pay the price for adding a richer feature.

The pipeline is model-agnostic. As state-of-the-art image models improve, the engine upgrades behind the scenes. You always run on the best version available, without reintegrating anything.

We are priced to survive scale. Try-ons from $0.035 each, roughly a third of what competitors charge and a fraction of what enterprise legacy vendors quote. Your margins survive going viral.

And we do not sell your customer images. They are processed for the session and that is the end of it.

What it does to the numbers

In production, brands using Tuck see conversion lift around 24 percent on product pages where it is enabled. Returns drop 25 to 40 percent across categories. Average order value climbs roughly 15 percent, mostly through styling and pairing. Time to launch is days, not quarters. Cost per try-on lands at $0.035, the best enterprise rate on the market.

Who this is built for

D2C fashion brands on Shopify or WooCommerce. Multi-brand fashion marketplaces. Mid-to-large retailers running custom ecommerce stacks. And agencies building stores for fashion clients, who can earn up to 12 percent recurring revenue share through our partner program.

Tuck against the generic AI VTON apps

Generic apps charge ten cents or more per try-on. We charge $0.035.

Generic apps stop at "show." We show and recommend the size.

Generic apps render avatars that often slip into the uncanny. We render onto the customer's real photo with photographic fidelity.

Generic apps need manual setup, sometimes weeks of it. We sync your Shopify catalog with one click.

Generic apps are locked to whichever AI model their team integrated first. Our pipeline is model-agnostic and stays current as the frontier moves.