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Through this paper, we illustrate the concept of Farm Entrepreneurship in the light of value addition through qualitative data analysis using ATLAS.ti®. For this purpose we have analyzed (n = 120) Scopus articles published in the broad time frame (2000–2022). From the understanding of value addition in agri-entrepreneurship as a multi-layered approach, we analyzed the textual data focusing on four key dimensions of value addition, challenges, support measures and entrepreneurial identity of the farmers. This paper highlights that further research in these dimensions shall benefit potential agri-entrepreneurs and policymakers alike.