Eisenlohr is a surname. Notable people with the surname include:
August Eisenlohr (1832–1902), German Egyptologist Friedrich Eisenlohr (1805–1854), German architect and university professor Ulrich Eisenlohr (born 1950), German classical pianist
See also Eisenlohr–Bayuk Tobacco Historic District, historic tobacco warehouse complex and national historic district located at Lancaster, Lancaster County, Pennsylvania