Modern parenting styles cover a wide spectrum, from strict tiger parenting to supportive lighthouse parenting. Among these, helicopter parenting remains particularly controversial: while some consider it a protective approach, others believe that excessive control can hinder the development of a child’s autonomy and independence. Our research is significant because it approaches the topic from a rarely examined pedagogical perspective, thereby contributing to the psychology-dominated literature. We conducted our analysis using the EBSCO Discovery Service search engine and followed the steps of the PRISMA protocol. The aim of the study is to explore the relationship between helicopter parenting and academic achievement, as well as to review the factors—such as career-related decisions and adaptation—that may play a mediating role in this relationship. It reviews 33 studies published between 2012 and 2024, most of which use quantitative methods. Most of these studies were conducted in the United States and focus primarily on the college-age demographic. Our findings show that recognising and addressing helicopter parenting behaviours is essential to supporting student success. Furthermore, educational institutions should more actively make use of the potential resources and opportunities offered by such parenting behaviours. Overall, our findings confirm that helicopter parenting remains an under-researched topic at both the national and European levels, particularly in the context of education and public education systems, where further research is clearly needed.