Childhood sexual abuse (CSA) is a complex and prevalent problem with devastating long-term consequences for survivors. Despite these consequences, some survivors seem to find a source of meaning and fulfillment throughout their recovery process, which may facilitate resilience and posttraumatic growth (PTG). However, little is known from the literature about the specific meaning making mechanisms that CSA survivors experience. A scoping review was conducted by searching relevant journals and several online databases such as EbscoHost, Scopus, ProQuest, ScienceDirect, and Google Scholar. Studies published in English and that discussed meaning making as a topic of recovery from CSA in the context of women survivors’ experiences were included, where a total of 57 articles were selected including qualitative (n = 32), quantitative (n = 9), mixed method (n = 9), and review (n = 7) articles. Using thematic analysis, the results of the scoping review found four mechanisms of meaning making and seven sources of meaning describing the meaning making processes of women survivors of CSA. The mechanisms were identified as being benevolent; restoring and empowering the inner self; mobilizing external and social resources; and lastly actively integrating the trauma narrative. This study contributes toward the global knowledge base on meaning making mechanisms of women survivors of CSA by providing the first known summary of studies to date. Future research is recommended to further confirm these findings to inform treatment interventions for women survivors of CSA.