Women who are low income, African American, and pregnant could benefit from interventions targeting food cravings, taste, and appetite, and information about what constitutes a healthy diet. Cravings for calorie-dense, nutrient-poor foods were a driver of dietary choice and potentially increased the risk of excessive gestational weight gain. The complexities of cravings, taste, and appetite that converge with limited funds, tight schedules, and a knowledge deficit of important dietary information are critical to consider when providing care to pregnant women from this population.