25,000+ shoe models · 200+ brands

Your size chart is costing you millions in returns

FitAudit benchmarks your published sizing against real-world cross-brand fit data. We find the divergence. You fix it before customers return the shoes.

31% Footwear return rate
67% Caused by sizing
$625K Annual cost at $10M rev
The problem

Everyone recommends sizes based on your chart. Nobody checks if the chart is right.

fitaudit / sample-brand-audit.report 3 sizes divergent
Size Drift from cross-brand signal Status
US 7
+0.8mm
US 8
+0.5mm
US 9
-4.2mm
US 10
-5.1mm
US 11
-2.9mm
US 12
-3.8mm
How it works

Upstream accuracy, not downstream guessing

01

Cross-brand benchmarking

Your size chart is compared against 25,000+ shoe models across 200+ brands. We know what a US 9 actually measures in the real world, not just what your spec sheet says.

02

Divergence detection

We flag every size where your published measurements deviate from the cross-brand fit signal. Size 10 running a half-size small? We catch it before your customers do.

03

Return impact scoring

Not all drift is equal. We rank each divergence by its likely impact on return rate, so you fix the sizes that are actually bleeding margin first.

04

Seasonal re-audit

New collections mean new sizing decisions. FitAudit runs continuously so your chart stays accurate as your product line evolves, not just the day you launched.

Fix the chart. Fix the returns.

Every sizing recommendation tool, every fit widget, every AI advisor downstream is only as good as the data it works from. FitAudit makes sure the foundation is right.