Loustalot is a surname. Notable people with the surname include:

Ángel Loustalot Christophe Loustalot (born 1992), French rugby union player E. V. Loustalot (died 1942), United States Army officer Jules Loustalot Tim Loustalot (born 1965), American golfer Victoria Loustalot, American writer