When Alcohol is Dangerous. There is no safe time to drink alcohol during pregnancy. Alcohol can cause problems for the developing baby throughout pregnancy, including before a woman knows she is pregnant. Drinking alcohol in the first three months of pregnancy can cause the baby to have abnormal facial features.