Spoor is a surname. Notable people with the surname include:
Ben Spoor (1878–1928), British politician
George Kirke Spoor (1871–1953), American film producer and executive
Leslie Spoor (1910–2011), Scottish politician and activist
Nathan Spoor, American artist and writer
Newcomb Spoor (1852–1935), American politician
Rudolf Spoor (1938–2024), Dutch television director
Ryk E. Spoor, American author
Simon Spoor (1902–1949),Dutch military officer
Winanda Spoor (born 1991), Dutch cyclist