Fake online shops can look almost identical to well-known commercial platforms. They can carry polished product pages, a working shopping cart and even payment systems that appear legitimate, which makes the fraud hard to spot by eye. To counter this, the material points to a method built on artificial intelligence that flags suspicious merchants. The aim is to help shoppers verify whether a store is a trap before any money changes hands.