This systematic review is part of a broader research project evaluating the Small Business Clinic (SBC) at the University of the Western Cape. The review aims to benchmark SBC practices against international models of university-based incubators (UBIs), identify success factors and theoretical frameworks, and inform practical adaptation of these models in South Africa and similar developing economies.