Rectovesical fistula is a subgroup in the entity of enterovesical fistulas. Virtually all rectovesical fistulas are secondary to cancer or trauma. The case we presented is a patient of rectal cancer, who developed recurrent urinary tract infection and watery diarrhea after neoadjuvant chemoradiation therapy. On the preoperative bone scan an abnormal extraosseous (superscript (superscript 99m)Tc-MDP uptake was noted in the pelvis. Rectovesical fistula was impressed based on the pattern and orientation. Contrast-enhanced CT scan revealed a consistent finding. Finally the presence of fistula was directly proved by cystoscopy. Although bone scan is not recommended as the method of choice to confirm the diagnosis, it still plays a role in the diagnosis and management of such patients for this incidental finding. We should have the idea so that a correct interpretation can be made whenever it is encountered.