Size Chart
Generated by chart-service — real API, no mock data
Fit Recommendation
Real-time, sub-150ms sizing
Generated by chart-service — real API, no mock data
Real-time, sub-150ms sizing
Real counters from this browser session only — nothing here is fabricated. They reset if you clear site data.
30–40% of online apparel purchases are returned, and most of that is caused by inconsistent sizing, static 2D measurement tables, and generic manufacturer charts that ignore fabric stretch, shrinkage, and body variation.
Seller inputs generate a size chart with per-cell explanations. A zone-based fit engine then matches shopper measurements against that chart in real time.