Due to persistent fever, a chest X-ray (CXR) was ordered, which showed bilateral interstitial infiltrates more prominent on the right peri-hilar area, which could represent atypical pneumonia (Figure 1). Urine and blood cultures were negative. However, the severe acute respiratory syndrome coronavirus 2 (SARS-COV-2) polymerase chain reaction (PCR) was positive 24 hours after admission to the hospital. The patient was subsequently started on azithromycin for clinical suspicion of atypical pneumonia related to COVID-19, correlating with the CXR findings. The fever subsided after the first day of antibiotics, and the cheilitis improved during the admission. The patient was discharged home with isolation guidelines and completed five days of azithromycin and seven days of amoxicillin clavulanate for suspected clinical pneumonia.