As part of tackling racism, social workers would benefit from being able to identify and implement antiracist approaches to policy analysis. The aim of this study was to locate peer-reviewed or reputable sources that offer either explicit frameworks or built concepts that could inform antiracist policy analysis. We identified 561 sources; after screening out off-topic or irretrievable sources, 27 sources were included in this scoping review. Our charting process documented where we found each source, key publication details, the source’s aim/purpose, and key built concepts related to antiracist analysis. We detail common themes, including: (a) policy process; (b) history and problem definition; (c) policy content and decisions; (d) policy values and knowledge; (e) policy outcomes and effect; (f) implementation, evaluation, and accountability; and (g) analyst reflexivity. We conclude by discussing the compelling analytical considerations that emerged from this analysis, including creating pathways for community engagement; recognizing that racism is a constantly morphing problem requiring evolving solutions; questioning and revealing the intentions of those who draft, support, and implement policies perpetuating language that blames disadvantaged communities; understanding that racism intertwines with other injustices; and prompting self-reflection by analysts. We discuss the relevance for social work educators, students, practitioners, and community advocates.