The purpose of this commentary is to provide useful guidance on conducting rigorous searches of the literature that inform the design and execution of research. Guidance for less formal literature reviews can be adapted from best practices utilized within the formalized field of evidence synthesis. Additionally, researchers can draw on guidance from PRESS (Peer Review of Electronic Search Strategies) to engage in self-evaluation of their search strategies. Finally, developing an awareness of common pitfalls when designing literature searches can provide researchers with confidence that their research is designed to fill clearly articulated gaps in knowledge.