"Feelin' So Good" received generally favorable reviews from critics, although it was noted that it would be of no interest to those who were not fans of Lopez. It was additionally praised for showing Lopez's transition from her acting career to a music career. In the United States, "Feelin' So Good" was certified as a Gold Video Longform by the RIAA for shipments of 50,000 units.