Geminiani is an Italian surname. Notable people with the surname include:
Francesco Geminiani (1687–1762), Italian violinist, composer and music theorist Lautaro Geminiani (born 1991), Argentine professional footballer Sante Geminiani (1919–1951), Italian motorcycle racer
See also Raphaël Géminiani (1925–2024), French cyclist