In recent years, there is an increase in research into shoe last customization and topic analysis methods. The work aims to systematically review the literature on the customization of shoe lasts. The method used in this work is to perform a five-phase systematic review algorithm. Data on the research performed are extracted and synthesized from each study: main research objectives, authors, date of publication, journal, or conference in which the article was published, and the quality of each article. The studies included in the review are published between 2018 and 2022. The results of the review are nineteen papers about the process of customization of the shoe last. The conclusions of the analysis indicate that the quality of research has not changed over time, in 2020 there was a decrease in work. Most often, researchers analyze the impact of anthropometric factors on the correct shoe last modeling and methods of shoe last parameterization.