Astudillo is a Spanish surname. Notable people with the surname include:
Luciano Astudillo, Swedish politician Marco Venegas Astudillo (born 1962), Swedish politician Martín Astudillo (born 1977), Argentine footballer Pedro "Pete" Astudillo, Texan songwriter Willians Astudillo, Venezuelan, professional Baseball player