When examining the top online shopping categories by gender in Poland, clothing and accessories stands out as the most purchased category overall, with a notable 16-percentage-point gap between women () and men (). Beauty and skincare shows the widest divide of all tracked categories, with women outpacing men by 27 points ( vs. ), reflecting a well-established pattern in personal care purchasing behaviour.