Abstract Background Cervical cancer remains prevalent in sub-Saharan Africa (SSA). Despite global efforts to eliminate this disease, its incidence continues to rise due to barriers in screening, vaccination, and treatment access. While studies address access barriers, little has explored inequality, often limited to single countries. Here, we examine socioeconomic inequalities in cervical cancer screening in SSA. Methods Data from the Demographic and Health Surveys of 10 SSA countries was used for the analysis. We stratified the study by wealth index and educational attainment as a measure of socioeconomic status. Socioeconomic status inequalities in cervical cancer screening were constructed using concentration curves. We then computed the concentration index to quantify socioeconomic inequality. To examine the factors associated with high socioeconomic inequality in cervical cancer screening, a decomposition analysis was conducted. Results Concentration curves showed screening uptake skewed towards the wealthy and educated across all countries, reflected by positive concentration indices (CIX=0.21; p-value<0.0001) except in Burkina Faso and Mauritius. Decomposition analysis revealed significant positive concentration indices for women with complete secondary (CIX=0.74) and higher education (CIX=0.91), those in the richest wealth index (CIX=0.35), separated women (CIX=0.08), currently working women (CIX=0.02), as well as those who were exposed to reading newspaper/magazine (CIX=0.19), listening to radio (CIX=0.10), and watching TV (CIX=0.44). Conclusions Cervical cancer screening in SSA exhibits pro-rich and pro-higher educational inequalities. Urgent interventions are needed to restructure existing screening programs to prioritize accessibility and inclusion, particularly for women from poorer households and with a lower level of education. These findings are vital for policymakers and public health practitioners to address cervical cancer screening disparities in SSA. Key messages • Addressing socioeconomic inequalities in cervical cancer screening is crucial for improving public health in sub-Saharan Africa. • Combatting socioeconomic disparities in cervical cancer screening is critical for achieving health equity in sub-Saharan Africa.