Sizing varies by brand and model
Size charts differ between brands, and often between products within the same brand. Shoppers have no reliable reference point.
Camera-based AI size recommendations
Help every shopper find the right size before they buy
UniMeasureAI is a camera-based AI size recommendation platform for ecommerce. Shoppers capture body, foot, head or hand measurements using their own device, and receive sizing guidance matched to your product’s size chart. Available as a Shopify app and through API integration.
The demo store asks for a password: test
- No app download for shoppers
- No measuring tape
- Works with your size charts
- Photos processed on the shopper's device
The problem
A size label is not a measurement
The same shopper can be three different sizes across three brands. When they can't tell which size is theirs, they either hesitate, order two sizes, or send one back.
Most people don't know their measurements
Size charts only help if the customer knows their chest, waist, foot length or head circumference. Very few do, and fewer will fetch a tape measure.
Uncertainty costs you twice
Before the sale it causes hesitation and abandoned carts. After the sale it turns into size-related returns and handling costs.
How it works
Three steps, inside your storefront
The whole flow happens in the browser while the shopper is on the product page.
- Step 1
The shopper opens the measurement in your store
It runs in the browser on a phone, tablet or laptop. There is no app to download and no tape measure needed.
- Step 2
They capture the measurement with their camera
A guided flow walks them through the photos required for body, foot, head or hand measurements.
- Step 3
They get a size based on your size chart
Measurements are matched against the size charts you upload, per product or per category — not a generic S/M/L grid.
What you can measure
Built for products where fit decides the purchase
Body, foot, head and hand measurements across apparel, footwear, protective equipment and made-to-measure ranges.
Body measurements
Fashion & apparel
Match shoppers to your own apparel size charts instead of asking them to interpret a generic S/M/L grid.
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.
Foot measurements
Footwear
Shoe size is not a measurement — foot dimensions are. Recommend from the actual foot.
Head measurements
Helmets & headwear
Head sizing matters for comfort and for protective equipment that has to sit correctly.
Hand measurements
Gloves
Hand measurements are simple to capture with a camera and hard to guess from a size label.
Body measurements
Custom & specialist equipment
Specialist gear where fit is a safety and performance question, not only a preference.
Two ways to integrate
Install the Shopify app from the Shopify App Store, or integrate directly through our API if you run a custom or non-Shopify storefront. A WooCommerce plugin is planned for Q1 2027.
Photos stay on the customer's device
Images are processed locally in the browser to produce the measurements. They are not uploaded to UniMeasureAI, not stored by UniMeasureAI and not accessible to the webshop. Only the measurement data needed to deliver the sizing recommendation is transmitted for processing and size-chart matching.
The most sustainable return is the one that never happens
Helping shoppers choose the right size before ordering can prevent unnecessary return shipments, packaging and handling. Better sizing decisions support healthier margins and less avoidable waste.
Founder
Meet the founder
Simon Scheibel founded UniMeasureAI in Copenhagen to help solve a familiar problem in online shopping: knowing which size will actually fit. The platform connects camera-based measurements with each merchant's own size charts, helping shoppers make more confident decisions.
Pricing
Start free, scale by measurement volume
Every plan includes unlimited size table uploads. Paid plans include API integration.
Trial room
Free for 30 days
25 max
S — Starter
$49 / month
50 / month
M — Growth
$149 / month
200 / month
L — Scale
$449 / month
1,000 / month
XL — Business
$995 / month
3,000 / month
Compare all plans
Need more than 3,000 measurements? Talk to us about enterprise pricing
FAQ
Questions merchants ask first
Everything else is answered on the full FAQ page.
UniMeasureAI is a camera-based sizing and measurement platform for e-commerce. It helps shoppers capture body, foot, head or hand measurements and uses those measurements to provide sizing guidance based on the merchant's own size charts.
No. UniMeasureAI works directly in the browser on a phone, tablet or laptop.
No. Measurements are captured using the customer's device camera.
UniMeasureAI currently supports body, foot, head and hand measurements.
UniMeasureAI can be used for apparel, footwear, helmets, headwear, gloves, made-to-measure clothing and selected specialist products.
Yes. UniMeasureAI is designed to match customer measurements with the size charts configured by the merchant.
From the blog
Writing about sizing, fit and returns
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.
The demo store asks for a password: test