B. rosserae's relationship to other Banksia species is uncertain.
A 2013 molecular study by Cardillo and colleagues using chloroplast DNA found that B. rosserae was sister species to a clade made up of Banksia meisneri adscendens and Banksia pulchella, and the three together were sister to Banksia meisneri meisneri [REF].