Abstract Background This study aimed to explore the surgical outcomes of laparoscopic total mesorectal excision (TME) combined with en‐bloc seminal vesicle resection (SVR) and partial prostate resection (PPR) for locally advanced rectal cancer (LARC) after chemoradiotherapy (CRT). Methods Patients receiving TME combined with en‐bloc SVR and PPR for LARC after CRT from 2014 to 2019 were enrolled retrospectively. Patients' characteristics and surgical outcomes were collected and analysed. Results A total of six male patients were enrolled in this study. Among them, four patients proved to be T4b stage including three Denonvilliers fascia invasion and one seminal vesicle invasion. R0 resection was achieved in all patients. With a median follow‐up time of 24 months, no local recurrence was observed. Conclusion It is safe and feasible to perform laparoscopic TME combined with en‐bloc SVR and PPR in selected LARC patients after neoadjuvant CRT. It can provide a safe circumferential resection margin and R0 resection. More studies are warranted to improve the diagnostic accuracy for T4b stage after CRT and avoid unnecessary extended resection.