Size recommendation API · fashion e-commerce

The right size,
on the first try.

PerfectFit removes size doubt right on the product page, at the moment of the purchase decision. Fewer returns, fewer cart abandonments — and integration in days, not months.

Cross-brand
size equivalences between brands
3
ways to find your size
1 POST
to integrate the API into your product page
EU
hosted in Paris + Dublin · GDPR documented
Three methods

The customer picks, the engine translates

Every customer has a different starting point. PerfectFit accepts all three and always returns the same thing: a recommended size, a fit score and cross-brand equivalences.

A size you know in another brand

The customer starts from what they already know — "M at Nike" — and PerfectFit translates it into your size chart. The fastest path to the right size.

Their measurements in centimeters

Chest, waist, hips: the engine compares them to the real dimensions of your products and returns the exact size with a fit score.

A photo of a garment laid flat

AI extracts the measurements straight from a photo of a garment that fits the customer well. No manual entry.

How it works

From product page to the right size

1

The customer states their size

On your product page, the widget offers the three methods. The customer picks whichever is at hand — ten seconds is enough.

2

The engine computes the fit

PerfectFit normalizes the request, compares it to your chart dimensions and produces a recommended size with a readable compatibility score.

3

Your catalog responds

The API returns only your brand references, in the right size. The doubt is removed at the exact moment of the purchase decision.

Security & compliance

Built to pass your due diligence

100% EU hosting

Paris + Dublin. No transit outside the European Union.

GDPR documented

Standard DPA provided. Measurements are never stored: computed in memory.

Locked API keys

Restricted scope, explicitly allowed domains for the widget.

Public status

Availability viewable in real time by your teams.

Measure the impact on your own data

Free pilot, no commitment, on a single category of your catalog. We review the results together — the decision is yours.