Specimens of this species were collected in 1972 and 1973 by Irish botanist Ernest Charles Nelson, from the vicinity of Quoin Head in the Fitzgerald River National Park on the south coast of Western Australia.
Nelson followed George Bentham in dividing Adenanthos into two sections, placing A. dobagii into A. sect.