VSIZE

Shoes that know your foot.

VSIZE measures the foot and matches it against the last the shoe was built on — zone by zone, before the shoe is bought. The foot picks the shoe, not the other way around.

See it in 90 seconds

Same boot. Three feet. Three answers.

A size label cannot tell you whether a shoe will fit. This short film shows what VSIZE does instead — starting with the foot, and matching it against the last the shoe was built on.

The foot becomes the query. The shoe becomes the answer.
Scan your foot

Three photos. One fit.

Open the camera on your phone and scan the QR code. The web version runs in your browser and is in beta — a native iPhone app with the validated scan pipeline is the next release. For a quick look at how fit is scored, the demo above is the faster route.

QR code to scan.vsize.ai
scan.vsize.ai →

Online shoe shopping is fundamentally broken.

It's not your fault that shoes don't fit. The shoe industry has been measuring the wrong thing for decades — a single number that says nothing about how a shoe actually feels on your foot.

30%

Of shoes are returned

Nearly one in three pairs of shoes bought online are sent back. Most never reach a happy customer — they reach a warehouse.

7 in 10

Are returned for fit

Wrong size. Wrong width. Heel slips. Toes pinch. In the return data we have analysed, seven out of ten returns are because the shoe didn't fit the foot.

1

Measurement, today

The industry standard is foot length. One number. That's it. No shape. No width. No heel. No instep. Length alone can't predict fit.

How shoes are sold today vs. how they should be sold.

For decades the shoe industry has asked the wrong question. "What size are you?" instead of "What does your foot look like?" VSIZE flips this on its head.

Today

You guess your size

  • Pick a size — and hope
  • Order multiple pairs to compare
  • Return the ones that don't fit
  • Single measurement: length
  • The industry decides what fits
  • Returns shipped back to warehouse
With VSIZE

Your foot is the truth

  • Pick yourself — your actual foot
  • Order one pair, the right pair
  • Wear them, keep them
  • 25 measurements: zone by zone
  • Your foot decides what fits
  • Less production, less waste

Three steps. Verified fit.

VSIZE turns your phone camera into a precision measurement tool. No special hardware. No appointments. Just three photos and a few seconds.

1

Scan your foot

Take three photos with your phone. We build a 3D model of your foot with 25 measurements — length, width, ball, instep, heel, and more.

2

Match to the shoe

VSIZE compares your foot to the shoe's interior shape — the last — measuring fit zone by zone: toes, ball, instep, heel.

3

Know it fits

Get the right size, every time. See how each zone fits before you order. No guessing. No multiple orders. No surprise returns.

Right shoes, first time. Better for the planet.

Every avoided return saves a journey, a re-pack, and often a discard. When shoes fit on the first try, the entire supply chain breathes easier.

Fewer return shipments

One delivery instead of three. Each avoided return removes a truck-mile, a packaging cycle, and a sorting step in the warehouse.

Less material waste

Returned shoes are often discarded if their packaging is damaged or quality control flags them. Fewer returns means fewer shoes in landfill.

Smarter production

Aggregate fit data tells brands which shapes actually serve their customers. Over time, fewer shoes are made that nobody can comfortably wear.

"The most sustainable shoe is the one you keep wearing."
VSIZE design principle

Built for the next era of shopping.

Online commerce is changing. Increasingly, AI agents will discover, compare, and buy on our behalf. But for clothes and shoes, agents need something the industry has never structured: real body data.

An AI agent that buys shoes blind becomes a return machine. An agent that knows your foot makes better choices than you can yourself.

VSIZE is designed as the body data layer for this new era — a personal, structured, machine-readable representation of your foot that travels with you across retailers and platforms.

The shoe is the first chapter. The body is the bigger story.

Read: the missing layer in agentic commerce →

Why agents need VSIZE

  • Structured fit data, machine-readable
  • Calibrated confidence — agents know when to trust the recommendation
  • User-owned, GDPR-native body profile
  • Continuous learning from real fit feedback
  • Works across brands, retailers, geographies

Reduce returns. Improve customer love.

VSIZE integrates as a widget on your product pages. Customers see a verified fit recommendation before they order — based on their actual foot, not a generic size chart.

  • Reduce fit-related returns significantly
  • Improve customer satisfaction and repeat orders
  • Built-in compliance with European data protection
  • Aggregate fit insights to inform your collections
  • API-first architecture for clean integration

Pilot with us

VSIZE is live in a production pilot with a Swedish footwear retailer. We are opening a small number of further pilots in 2026–27 — in retail and in safety footwear.

Contact us →

The last exists before the shoe does. So does the fit.

Every fit system on the market starts from the finished shoe. VSIZE starts one step earlier — from the last. That changes what a brand can do with fit, and what it costs.

One last, every model built on it

Most brands build dozens of models on a handful of lasts. Map the last once and every shoe made on it is covered — this season and the next. Fit knowledge attaches to the last, not to the SKU.

Fit before the sample

Because the comparison is made against the last, a brand can see how a new model will fit a real population of feet before the first sample is cut — not after the first return.

Safety footwear, specifically

A safety shoe is a different object. The toe cap sets a hard inner limit, the last is built for a sock and a swelling foot, and EN ISO 20345 shapes the fit as much as the size does. VSIZE treats these as fit parameters in their own right.

Read: a safety shoe is a different object →

The question we ask every manufacturer

Can you give us the inner dimensions of the toe cap, per size? Together with the last, it is the single most useful number for predicting whether a safety shoe will fit.

Talk to us about your lasts →

Advanced AI. Designed for real feet.

VSIZE combines anatomical measurement, geometric comparison against the last, and calibration from real fit feedback. Each prediction makes the next one sharper.

Geometry

3D foot from a phone camera

We reconstruct a 3D model of the foot from three smartphone photos. No special hardware, no appointment.

Measurement

25 anatomical measurements

Foot length, width, ball girth, instep height, heel breadth, and twenty more — anchored to a clinically validated measurement standard developed by a European biomechanics institute.

Scoring

Zone-by-zone fit prediction

The shoe interior — the last — is compared to the foot zone by zone. Each zone gets its own score, with closure-aware tolerance and direction (tight or loose).

Learning

Continuous calibration

Every fit prediction is checked against real customer feedback over time. The model learns which combinations work for which feet — and gets smarter with use.

A fit answer without an error bar is not an answer. Every VSIZE recommendation carries its own confidence, so a customer — or an AI agent — knows when to trust it.

Built in Halmstad. Measured against the best research in Europe.

VSIZE was founded on a simple frustration: nothing online actually fits. Not shoes. Not clothes. The industry's tools are wrong, the customer is blamed, and the returns pile up.

We believed the answer was not a better size chart but a different question — what does the foot look like, and what was the shoe built on? So we built a system that measures both and compares them.

VSIZE is developed by Novainvent AB in Halmstad, Sweden. The foot measurement is built on the scanning technology and anatomical standard of the Instituto de Biomecánica de Valencia, one of Europe's leading research institutes in footwear biomechanics. The last geometry and grading model were developed together with Chalmers Industriteknik in Gothenburg, with support from Sweden's innovation agency Vinnova. The first production pilot runs with a Swedish footwear retailer.

Annette, founder of VSIZE

Annette Wephton

Founder and technical lead, Novainvent AB

Annette leads VSIZE end to end — from the fit engine and the scan pipeline to the partnerships with IBV and Chalmers. She writes the Insights series herself.

Connect on LinkedIn →

Try VSIZE. See for yourself.

See how VSIZE matches shoes to feet. Try the live demo with five different foot profiles, or talk to us about mapping your lasts.

Try VSIZE in action → Contact us