Fit confidence starts before purchase intent hardens

Shoppers hesitate when a garment looks good alone but uncertain in their life. A try-on flow should connect the product to the person, wardrobe, and planned occasions.

Owned wardrobe context improves the decision

A new jacket is easier to evaluate when users can compare it with existing pants, shoes, and saved outfits. Try-on becomes a purchase filter instead of a novelty.

Credits should feel tied to successful outcomes

Paid try-on systems build trust when credits are spent only after generation succeeds and users understand what they receive.