Maternal health in the United States is an area of immediate concern. The compounded disadvantages and unique global positions of refugee women highlight the need for research that explores the experiences of refugee women during pregnancy and childbirth. The present study examines how contextual factors shape pregnancy and childbirth experiences for Syrian, Afghan, Congolese, and Karen women living in Clarkston, Georgia, US. Qualitative data were collected via focus groups facilitated by community interpreters. We used a reproductive justice framework to center women's desires, needs, and experiences, and to highlight the importance of structural factors in the findings and analysis of this study. Using codebook thematic analysis, three themes were developed: (1) isolation and alienated knowledge, (2) gendered disparities and structural inequities, and (3) community support and precarity. The findings reflect both the diversity and constancy of women's experiences and highlight how the context of the US impacts women's ability to exercise agency during pregnancy and childbirth. Systemic change is needed to improve women's access to tools that increase their capacity to exercise agency both during pregnancy and childbirth, and beyond.