AI

AI shopping agents are starting to buy clothes on shoppers' behalf. Learn why structured fit data is now essential to prevent agent-driven wrong-size returns.

AI fit prediction is reshaping ecommerce, but the size chart isn't disappearing. Here's why brands need both, and how a hybrid approach reduces returns.

An explainer on how 3D body modeling works for online fit. Learn how a body model is built from measurements, how it's matched against garment data

An explainer on men's vs women's clothing sizes. Learn why the two systems use different logic, how numeric and letter sizing compare

Ease is the difference between body measurements and garment measurements — the room built into clothing.

A practical guide to the best size recommendation tools for fashion e-commerce. Compare data-driven recommenders, garment-comparison tools

A 2026 guide to the best virtual fitting room solutions. Compare AR try-on, photo-based try-on, and 3D body modeling by realism, fit accuracy

Vanity sizing is the practice of labeling larger garments with smaller size numbers to flatter shoppers. This guide explains what vanity sizing is

A 2026 overview of the fit technology reshaping fashion e-commerce: AI size recommendation, AR virtual try-on, 3D body modeling

A clear explanation of virtual fitting rooms: what they are, how AR, AI, and 3D combine to simulate trying clothes on

Shoppers increasingly ask AI assistants what size to buy. Learn what machine-readable fit data brands must expose to be recommended accurately.

What gets reported gets managed. Build fit dashboards that surface product-level fit patterns, reveal sizing blind spots, and drive team action.

The size chart became the default answer to a hard question: "Will this look and feel right on me?" But size charts were never designed to carry what modern

For decades, the "Size Chart" has been the gold standard of fashion e-commerce. It's a simple grid of numbers—chest, waist

Compare AI try-on approaches for fashion ecommerce: diffusion-based image try-on vs 3D avatar try-on, with pros, cons, and an evaluation checklist.

Fashion e-commerce has been chasing the 'perfect fit' for years. From static size charts to AI widgets that ask for height and weight