AI fashion models vs real photoshoots: how they compare on cost, turnaround, garment accuracy and legal disclosure, and which one fits your catalog.

What integrating virtual try-on into a Shopify store involves: theme compatibility, product data, page-speed impact, app install vs. custom build, and what to ask before you commit.

The criteria to evaluate any virtual try-on vendor by: body-model accuracy, catalog onboarding, integration, pricing models, privacy, and the questions to ask before you sign.

An online fitting room shows shoppers a garment on their own body before they buy. Here's how the tech works, and how it differs from a size chart.

AR and AI virtual try-ons both promise fewer returns, but they work very differently. Here's what fashion brands need to know before choosing.

See how generative AI produces photorealistic on-model images from garment specs alone — no studio, no model, no shoot date. Costs, limits, and how it works.

Virtual try-on and size recommendation tools answer different questions. Why recommend and visualize are two stages of one decision, not competing options.

Most virtual try-on scales one modelled size up and down. Learn how DXF patterns, grading rules and material metadata produce true-to-spec 3D garments.