Current knowledge of plant viruses stems largely from those affecting economically important plants. Yet, plant species in cultivation represent a small and bias subset of the plant kingdom. Here, we describe virus diversity and abundance from a survey of 1079 transcriptomes from species across the breadth of the plant kingdom (Archaeplastida) by analysing open-source data from the One Thousand Plant Transcriptomes Initiative (1KP). We identified 104 potentially novel viruses, of which 40% comprised single-stranded positive-sense RNA viruses across eight orders, including members of the Hepelivirales, Tymovirales, Cryppavirales, Martellivirales and Picornavirales. One-third of the newly described viruses comprised double-stranded RNA viruses from the orders Durnavirales and Ghabrivirales. The remaining were negative-sense RNA viruses from the Rhabdoviridae, Aspiviridae, Yueviridae, Phenuiviridae and the newly proposed Viridisbunyaviridae. Our analysis considerably expands the known host range of 13 virus families to include lower plants (e.g., Benyviridae and Secoviridae) and four virus families to include algae hosts (e.g., Tymoviridae and Chrysoviridae). The discovery of the first 30 kDa movement protein in a non-vascular plant, suggests that the acquisition of plant virus movement proteins occurred prior to the emergence of the plant vascular system. More broadly, however, a co-phylogeny analysis revealed that the evolutionary history of these families is largely driven by cross-species transmission events. Together, these data highlight that numerous RNA virus families are associated with older evolutionary plant lineages than previously thought and that the scarcity of RNA viruses found in lower plants to date likely reflects a lack of investigation rather than their absence.