Among them, 3,5-di-O-caffeoylquinic acid, 3-O-caffeoylquinic acid, myricetin, quercetin, stigmasterol, kaempferol, isorhamnetin, rhamnetin, and hesperitin featured strong predicted binding affinities to the HER1, HER2, and HER4 growth factor receptors, comparable to those of standard anti-cancer drugs such as gefitinib and dovitinib. This evidence concerns the gene EGFR and cancer.