Fluorescence microscopy is indispensable in live cell studies of fluorescently-labeled proteins, but has limited resolution and context. Electron microscopy offers high-resolution imaging of cellular ultrastructure, including membranes, organelles, and other nanoscale features. However, identifying proteins by EM remains a substantial challenge. There is potential to combine the strengths of both FM and EM through correlative light and EM (CLEM), and bridging the two modalities enables new discoveries and biological insights. CLEM enables cellular proteins to be observed dynamically, across size scales, and in relationship to sub-cellular structures. A central limitation to using CLEM is the scarcity of methods for labeling proteins with CLEM reporters. This review will describe the characteristics of genetic tags for CLEM that are available today, including fixation-resistant fluorescent proteins, 3,3'-diaminobenzidine (DAB)-based tags, metal-chelating tags, DNA origami tags, and VIP tags.