Many methods to analyze database content and performance have been used and share one common challenge – How to manage the large volume of data needed to accurately assess databases. As part of an ongoing project to compare databases that provide agricultural research literature, our research team collected data to analyze the retrieved content of eight research literature databases. We worked with a new, free application designed to assist teams with systematic reviews. Rayyan QCRI allows teams of researchers to include/exclude citations collected during research literature retrieval based on pre-set criteria. Our team re-purposed Rayyan as a tool for reviewing search result citations for precision and recall analysis.