COVID-19 convalescent plasma (CCP) is an important therapeutic option for immunocompromised patients with COVID-19. Such patients are at increased risk for serious complications of infection and may also develop a unique syndrome of persistent infection. This article reviews the rationale for CCP utilization in immunocompromised patients and the evidence for its value in immunosuppressed patients with both acute and persistent COVID-19. Both historical precedence and understanding of the mechanisms of action of antibody treatment support this use, as do several lines of evidence derived from case series, comparative studies, randomized trials, and systematic reviews of the literature. A summary of recommendations from multiple practice guidelines is also provided.