GNAA is an abbreviation for the Gay Nigger Association of America, an Internet trolling organization.

GNAA may also refer to:

Galleria Nazionale d'Arte Antica, a national art gallery in Italy Great North Air Ambulance, an English medical charity Gridless Narrow-Angle Astrometry, an astrometry technique Guilford Native American Association, a Native American community association