Both Web of Science and Scopus are critical components of our research ecosystem, providing the basis for university and global rankings, as well as for bibliometric research. However, both are structurally biased against research produced in non-western countries, non-English language research, and research from the arts, humanities and social sciences. This viewpoint emphasises the damage that these systematic inequities pose upon our global knowledge production systems, and the need to research funders to unite to form a more globally-representative, non-profit, community-controlled infrastructure for our global research knowledge pool.