Everything you'd want to know before you install.
A detailed look at how AI Size & Fit Advisor works, why we built it the way we did, and the thinking behind the features above.
The problem with static size guides
A conversion table never tells a shopper which size actually fits them. They are left interpreting numbers, hesitate, and often order two sizes "just in case" — which inflates returns. AI Size & Fit Advisor replaces that frozen table with a personalized recommendation.
A recommendation in seconds
On the product page, a "Find my size" button opens a modal. The shopper enters their measurements, optionally height, weight and fit preference, then receives the recommended size, a confidence score, an alternative and a measurement-by-measurement breakdown.
Deterministic engine, boosted by AI
The core of the module is a deterministic engine that scores every size against your grid ranges and applies a bias based on the fit preference. If you enable the AI layer, the module refines the decision accounting for morphology and writes a short explanation in the shopper's language. If the API is unavailable, the module automatically falls back to the deterministic engine — so it works even without an AI key.
You stay in control of your charts
A visual editor lets you define your size charts: one row per size, one column per measurement with a minimum / maximum range. Charts apply globally, by category or by product, with a cascading resolution of product then category then global.
Learn from your sales
With fit-learning enabled, the module anonymously logs profiles and recommendations to refine relevance over time and flag the references that run small or large.
There are no reviews yet.