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Aggregated fit analytics
Understand how your catalog fits real bodies — in aggregate. Improve grading, reduce returns, and maintain size charts.
Privacy boundary: you see anonymized, aggregated analytics only. There is no access to user photos, Style Profiles, or identifiable data.
Fit assessments
4,690
Avg confidence
83%
Return-rate Δ
−31%
vs. no fit guidance
Top size
M
Recommended size distribution
S
14%
M
34%
L
28%
XL
16%
XXL
8%
Actionable fit signals
- Blazer 40R: 12% of returns cite tight shoulders — consider +0.5cm grading.
- Oxford Shirt: sleeves run long for slim-fit customers by ~1.3cm.
- Slim Jean: strong keep-rate at recommended size (91%).
Catalog & size charts
| Product | Size chart | Assessments | Avg confidence |
|---|---|---|---|
| Brushed Oxford Shirt | Complete | 1,840 | 86% |
| Selvedge Slim Jean | Complete | 2,210 | 82% |
| Half-Canvas Wool Blazer | Needs review | 640 | 79% |