Recommend the size. Flag the mismatch before it becomes a return.
Most returns in fashion come down to size. MAAYLZY recommends a size from a photo or entered measurements, and says plainly when a cut runs small or large - so the wrong size gets caught at the product page, not at the returns desk.
A confident match reads one way. A mismatch says so.
Great match
The recommended size sits comfortably within the shopper's measurements. The badge settles in green and checkout carries on.
Size up / size down
When a cut runs small or large, the shopper sees it in coral with a clear suggestion - before they commit, not after.
The engine flags a mismatch honestly
Predicted from a photo, or entered directly.
From a photo
The engine estimates proportions from the same image used for the try-on - no tape measure required.
From measurements
Shoppers who prefer precision can enter measurements directly for a tighter recommendation.
On accuracy, plainly
Accuracy improves with clean input and with the coverage of your size chart. Fitted and structured garments predict most reliably; very loose or highly variable cuts are harder. We share current accuracy by garment type during evaluation rather than quoting a single headline number.
Put sizing to the test on your catalog
We will run your size chart through the engine and show you where recommendations land.
A live render, settled at rest