Two years later, Brandt qualified for the women's 50 m freestyle, along with Olympic veteran Sandra Völker, at the 2004 Summer Olympics in Athens, by attaining an A-standard entry time of 25.40 seconds from the German Olympic trials. Brandt, however, failed to advance into the final, as she recorded the slowest phase time of 25.83 seconds in the semi-finals.