Use cases

Product categories where fit decides the sale

UniMeasureAI supports body, foot, head and hand measurements, which covers apparel, footwear, helmets, headwear, gloves, made-to-measure clothing and selected specialist products.

Discuss your range

UniMeasureAI body capture on a phone: a shopper stands facing the camera inside a guide outline.

Body measurements

Fashion & apparel

Match shoppers to your own apparel size charts instead of asking them to interpret a generic S/M/L grid.

A medium is not a universal measurement. Apparel shoppers regularly reinterpret sizing for every new brand they buy from, and many simply do not know their own body measurements. UniMeasureAI captures the body measurements relevant to the garment and compares them with the size chart you configured for that product or category, so the recommendation reflects your fit rather than an industry average.

Fashion & apparel: full page How the measurement works

Body measurements

Tailoring & made-to-measure

Collect the measurements a made-to-measure order depends on without asking the customer to find a tape measure.

Made-to-measure businesses rely on the customer supplying usable measurements before production can start. Asking a shopper to self-measure with a tape introduces errors and drop-off. A guided camera measurement gives the customer a structured way to capture the measurements you need, in the browser, at the point they are ready to order.

Tailoring & made-to-measure: full page How the measurement works

Foot measurements

Footwear

Shoe size is not a measurement — foot dimensions are. Recommend from the actual foot.

The same pair of feet can need three different sizes across three brands, and sizing can vary between models within one brand. UniMeasureAI captures foot measurements with the customer's camera and matches them against the sizing information configured for the product, so the decision is based on foot dimensions instead of the size the shopper last happened to buy.

Footwear: full page How the measurement works

Head measurements

Helmets & headwear

Head sizing matters for comfort and for protective equipment that has to sit correctly.

Helmets, caps and other headwear depend on head measurements that shoppers rarely know. UniMeasureAI captures head measurements in the browser and compares them with your size chart, giving the customer sizing guidance before the order rather than after an uncomfortable fit has already shipped.

Helmets & headwear: full page How the measurement works

Hand measurements

Gloves

Hand measurements are simple to capture with a camera and hard to guess from a size label.

Glove sizing is unforgiving: a size too large reduces grip and a size too small is unwearable. Hand measurements captured from the customer's own device give you a concrete input to match against your glove size chart, across work, sport and fashion ranges.

Gloves: full page How the measurement works

Body measurements

Custom & specialist equipment

Specialist gear where fit is a safety and performance question, not only a preference.

Wingsuits, skydiving gear and other specialist equipment are often built or selected against a defined set of body measurements. UniMeasureAI supports custom measurement configurations on the higher plans so equipment sellers can collect exactly the measurements their product range requires.

Custom & specialist equipment: full page How the measurement works

See it working on a real storefront

Try the live demo store, or book a 30-minute call and we will walk through your size charts and product range.

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