Fashion ecommerce conversion rates improve when shoppers can see how a garment looks on a person. Virtual try-on makes it economically viable to have on-model images for every product in the catalog — not just hero items — by generating realistic model imagery from product photos in bulk without photography costs per SKU.
Start FreeOnly hero products typically get model photography, leaving the bulk of the catalog with only ghost mannequin or flatlay images that convert less effectively.
Adding model photography to every SKU scales photography costs proportionally — economically unsustainable for most ecommerce businesses.
Seasonal catalog refreshes require new model photography if model imagery needs to be updated, adding recurring costs.
ESPicAI — Virtual Try-On
Fashion ecommerce stores using virtual try-on can produce on-model images for every SKU in their catalog without proportional increases in photography costs. ESPicAI generates on-model fashion images in bulk from product photographs, letting ecommerce teams add model imagery to the full catalog — including low-traffic products that wouldn't justify a dedicated model shoot.
On-model images for every SKU in the catalog — not just hero products — improving conversion rates catalog-wide.
Flat per-image cost for virtual try-on regardless of how many SKUs receive model imagery.
Seasonal refreshes don't require new photography — regenerate on-model images from existing product photos as styles change.
Export your full product catalog or a segment needing model imagery. Prepare a CSV with product codes and image URLs.
Configure virtual try-on in the workflow builder with your preferred model type and output style.
Run the batch — all garments receive on-model imagery in one automated job.
Publish on-model images alongside ghost mannequin and detail shots for a complete product listing.
Virtual try-on at bulk scale — on-model images for every SKU without the photography budget to match.
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