Mary-Kate and Ashley Olsen, 36, make rare public appearances together while shopping in Los Angeles

Mary-Kate Olsen and Ashley Olsen emerged for a very rare public appearance together on Tuesday! The famous twins, 36, were seen on July 12 shopping at Melrose Place in West Hollywood. In the photos, the duo were seen wearing dark pants, sunglasses and face masks. The famous former child stars both wore their hair loose and wavy around their shoulders. Mary-Kate and Ashley aren't often seen together in public, but they did make an appearance at the former Full House co-star