Public stigmatization of women victims of intimate partner violence (IPV) has begun to be studied because of its negative impact on recovery from violence. This systematic review aimed to analyze such stigmatization in low- and middle-income countries (LAMIC) by identifying social norms and perceptions linked to public stigmatizing responses, such responses, negative consequences of those responses on victims, and other factors associated with public stigma. Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, five databases were searched using “stigma” and multiple synonyms of IPV as keywords. Selected articles were empirical, written in English, published in peer-reviewed journals, and reported findings on public stigma toward women victims of IPV that had occurred in LAMIC. Nineteen articles met the inclusion criteria. Patriarchal gender roles, normalization of IPV and the consideration of violence as a private matter were the most prevalent social norms among the studies. These led to blaming, isolating, and discriminating against the victim, making her feel ashamed, considering her less valuable than before suffering IPV, and dismissing or denying the abuse. Many negative consequences were identified. Anticipated public stigma, associated with not disclosing the abuse and not seeking help, was the most popular. Public stigmatization was stronger when other public stigmas intersected and in the case of disadvantaged social circumstances. Consequences were diminished by protective factors such as informal support and gender-based violence support services. This review provides a global vision for future research in each specific sociocultural context and is a first step in the design of anti-stigma programs in LAMIC.