Shustov (masculine, ) or Shustova (feminine, ) is a Russian surname. Notable people with the surname include:

Aleksandr Shustov (born 1984), Russian high jumper Nikolay Shustov (1834–1868), Russian painter Sergey Shustov (born 1930), Soviet alpine skier