Andersonglossum boreale is a species in the Andersonglossum genus. This name is accepted name for the species in the family Boraginaceae subfamily Boraginoideae, tribe Cynoglosseae, . This species is found in Alberta, British Columbia, Connecticut, Indiana, Iowa, Maine, Manitoba, Massachusetts, Michigan, Minnesota, New Brunswick, New Hampshire, New Jersey, New York, Newfoundland, North Dakota, Nova Scotia, Ohio, Ontario, Pennsylvania, Québec, Saskatchewan, South Dakota, Vermont, Wisconsin, Yukon.