Goucher may refer to:

• Goucher College, a private liberal arts college in Towson, Maryland
• Goucher Boulevard, a road in Baltimore, Maryland
• Old Goucher College Buildings, a national historic district in Baltimore, Maryland
• USS Culebra Island (ARG-7), a repair ship originally ordered as liberty ship SS John F. Goucher

Persons with the surname Goucher:

• Adam Goucher, an American runner
• Candice Goucher, an American historian
• Dave Goucher, an American sportscaster
• John Goucher, an American Methodist minister and college administrator
• Joseph Goucher, an American actor and director known professionally as Eddie Dowling
• Kara Goucher, an American runner
• Len Goucher, a Canadian politician
• Obediah Parker Goucher, a Nova Scotia political figure