SARS-CoV-2 infection is predominantly a respiratory disease with a diverse clinical spectrum. Pulmonary thromboembolic complications during COVID-19 pneumonia may be associated with a high mortality rate and post-mortem findings confirm the presence of platelet-fibrin thrombi in arterial vessels of patients together with lung tissue alterations. We present a patient transferred to the emergency department due to a syncope with no other associated symptoms, who was diagnosed with an acute pulmonary embolism (PE) concomitant with SARS-CoV-2 infection without lung infiltrates. Presenting with a PE as the only manifestation of this infection, reinforces our conception of COVID-19 as a heterogeneous disease of which we still know very little. We believe that while the virus is still circulating in our environment, we need to consider ruling out COVID-19 in all thrombotic events, even if the patients have no other risk factors.