Two series of racemic goniothalamin analogues displaying nitrogen‐containing groups were designed and synthesized. A total of 19 novel analogues were evaluated against a panel of four different cancer cell lines, along with the normal prostate cell line PNT2 to determine their selectivity. Among them, goniothalamin chloroacrylamide 13 e displayed the lowest IC50 values for both MCF‐7 (0.5 μm) and PC3 (0.3 μm) cells, about 26‐fold more potent than goniothalamin (1). Besides its higher potency, compound 13 e also displayed much higher selectivity than goniothalamin. In contrast, goniothalamin isobutyramide 13 c was the most potent analogue against Caco‐2 cells (IC50=0.8 μm), about 10‐fold more potent and 17‐fold more selective than 1. These results reveal the potential of compounds 13 c and 13 e for further in vivo studies, representing the first goniothalamin analogues with IC50 values in the low micromolar range and high selectivity against MCF‐7, Caco‐2, and PC3 cancer cell lines.