A systematic review and meta-analysis of seven cohort studies involving more than 40,000 GLP-1 receptor agonist-exposed pregnancies found no statistically significant increase in major congenital malformations or several other adverse pregnancy outcomes. However, the evidence was low or very low certainty, and a urinary malformation signal based on unadjusted data requires cautious interpretation.