The pandemic coronavirus disease has caused an unprecedented worldwide health emergency. The pandemic increased the susceptibility of pregnant women to maternal and fetal complications. Elderly and patients with comorbidities were also at high risk during the pandemic times. Further evidence supports that COVID-19 is not only a respiratory infection but possibly affects other organ systems, including the placenta. The key objective of this review is to explore the literature on COVID-19-affected pregnancies and study the pandemic's impacts on maternal, perinatal, and neonatal outcomes. We used Google Scholar and PubMed (Medline) for relevant literature searches. The clinical manifestations in pregnant women, fetus outcome, vertical transmission, and early and late pregnancy impacts are combined in database studies. Women should receive special attention for COVID even though most of the COVID-19-positive pregnant women had no symptoms or had minor ones. It was found that most pregnant women with COVID-19 had mild and few symptoms and that the effect on the fetus was insignificant. However, in some women, miscarriage and fetal growth retardation were seen as a consequence of the infection.