The emergence and the widespread of Coronavirus disease 2019 (COVID-19) demands an accurate detection method to establish a diagnosis. Real-time polymerase chain reaction (real-time PCR) is accounted for the perfect point of reference in detecting this virus. The notion that this virus also invades the male reproductive tract requires further investigation to prove the presence of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) in the semen. This investigation was designed to detect SARS-CoV-2 in COVID-19 survivors semen. This study design was a cross-sectional examination and conducted between November 2020 and March 2021 in the Andrology Unit of Dr. Soetomo General Hospital and Professor Nidom Foundation, both located in the City of Surabaya, Indonesia. The sample was 34 male participants aged above 18 years old and had been confirmed COVID-19 by nasopharyngeal swab PCR test. Part of the semen was taken for real-time PCR testing with the QuantStudio 5 Applied Biosystem (AB) PCR machine and the kits utilized were the STANDARD M nCOV Real-Time Detection Kit and mBioCov-19 RT-PCR Kit. Furthermore, the mean of participants ages was 35.74 years old with 25% of them had had a history of primary infertility and 21.8% of secondary infertility. From the real-time PCR COVID-19 of the semen examination, this investigation found that 27 participants had been negatives (74.4%), six inconclusive (17.6%), and one positive (3%) of SARS CoV-2. In summary, SARS-CoV-2 could be found in the semen of COVID-19 survivors. This should be a concern for the potential impact of COVID-19 in male fertility and the possibility of transmission reproductively.