The purpose of this investigation was to study the radiation-induced EPR signal in sweeteners xylitol and sorbitol for use in retrospective dosimetry. For both sweeteners and chewing gum, the signal changed in an interval of 1-84 days after irradiation with minimal changes 4-8 days after. A dependence on storage conditions was noticed and the exposure of the samples to light and humidity was therefore minimized. Both the xylitol and sorbitol signals showed linearity with dose in the measured dose interval, 0-20 Gy. The dose response measurements for the chewing gum resulted in a decision threshold of 0.38 Gy and a detection limit of 0.78 Gy. A blind test illustrated the possibility of using chewing gums as a retrospective dosemeter with an uncertainty in the dose determination of 0.17 Gy (1 SD).