Hallucinogenic phenethylamines such as 2,5-dimethoxyphenethylamines (2C-X) and their N-(2-methoxybenzyl) derivatives (25X-NBOMe) have seen an increase in novel analogues in recent years. These rapidly changing analogues make it difficult for laboratories to rely on traditional targeted screening methods to detect unknown new psychoactive substances (NPS). In this study, twelve 2C-X, six 2,5-dimethoxyamphetamines (DOX), and fourteen 25X-NBOMe derivatives, including two deuterated derivatives (2C-B-d(6) and 25I-NBOMe-d(9)), were analyzed using ultra-performance liquid chromatography coupled with quadrupole time-of-flight mass spectrometry (UPLC-QTOF-MS). Collision-induced dissociation (CID) experiments were performed using collision energies set at 10, 20, and 40eV. For 2C-X and DOX derivatives, common losses were observed including neutral and radical losses such as NH3 (17.0265Da), center dot CH6N (32.0500Da), C2H7N (45.0578Da) and C2H9N (47.0735Da). 2C-X derivatives displayed common product ions at m/z 164.0837 ([C10H12O2](+center dot)), 149.0603 ([C9H9O2](+)), and 134.0732 ([C9H10O](+center dot)) while DOX derivatives had common product ions at m/z 178.0994 ([C11H14O2](+center dot)), 163.0754 ([C10H11O2](+)), 147.0804 ([C10H11O](+)), and 135.0810 ([C9H11O](+)). 25X-NBOMe had characteristic product ions at m/z 121.0654 ([C8H9O](+)) and 91.0548 ([C7H7](+)) with minor common losses corresponding to 2-methylanisole (C8H10O, 122.0732Da), 2-methoxybenzylamine (C8H11NO, 137.0847Da), and center dot C9H14NO (152.1074Da). Novel analogues of the selected classes can be detected by applying neutral loss filters (NLFs) and extracting the common product ions. Copyright (C) 2017 John Wiley & Sons, Ltd.