The Thread

Where stock photos fall short for fashion, what AI fashion models change, where stock still wins and how to move without disruption.

What two 2026 studies found about AI fashion photos, what shoppers actually respond to, and a one-week test you can run on your own product pages.

From garment photo to finished image in five steps, what you control, and the six places where AI fashion models still break.

What authentic means for AI fashion imagery, what the EU AI Act and New York law say about disclosure, and how to write a labelling policy in an afternoon.

AI models can show one garment on a wider range of people, but they do not replace hiring or show fit. What they do well, where they fall short and how to cast a range that holds up.

Brands in Review, episode two: Celine's product pages, six products that leave shoppers guessing and the free fix that needs no AI.

Brands in Review, episode one: Forever 21's product pages, four image gaps that cost sales and a checklist for your top ten products.

Ten practices that make AI fashion model images hold up to close inspection, why a convincing face is not enough, how to review an image properly, and how to label your images.

A practical comparison of AI generated models and real models for lookbooks across eight dimensions, with notes on consent, disclosure and how brands combine both.