Digital Twin

Magic Fit is the world's easiest solution for body measurements with results in only 2 clicks.

196 million data points.

Magic Fit® blends the hard science of anthropometry with the art of draping cloth over the human body. We analysed the biometric data of 196 million data points from over 8,000 people and 2,000 manual tailoring sessions in our first shop to create the statistical foundation of the algorithm.

How we built the 196M data foundation
Fingerprint sculpture made of rolled paper representing biometric data

Forged in traditional tailoring.

Elegant mathematics are amazing, but there's really no substitute for human experience. We're constantly doing IRL fittings with people of different heights, weights, and body shapes to build up our datasets and enhance the statistical model. We literally see what works (and what doesn't) on all body shapes and sizes, and continually finesse the tolerances to improve accuracy.

Patternmakers and the factory: how we train the model
Tailor measuring fabric on a mannequin

Balance of accuracy & simplicity.

Sure, we could ask more questions including "what did you have for breakfast" for a fraction more accuracy. But after 9 years of testing and refining at Citizen Wolf, we know that fewer questions means more customers getting to size confidence faster, ultimately driving more conversions.

Why we chose simplicity over marginal accuracy
Balancing precision and ease of use

Magic Fit has been battle-tested for 9+ years in our "live" R&D lab: Citizen Wolf

Magic Fit® only needs Height + Weight + Age + Bra.