The COVID-19 pandemic has led to widespread disruptions in various aspects of life, including sexual well-being and satisfaction, with sexual minority men (SMM) facing unique challenges. Understanding the impact of the pandemic on their sexual satisfaction is crucial for addressing SMM-specific needs and promoting sexual well-being. This scoping review aimed to comprehensively examine the existing literature on sexual satisfaction and its associated factors among SMM during the pandemic. After a literature search and review from six electronic databases according to PRISMA guidelines, only n = 8 studies met the eligibility criteria. Findings suggested that the evidence on the impact of the pandemic on sexual satisfaction was mixed. While some studies suggested that COVID-19 facilitated a more rapid establishment of sexual relationships, others claimed that lockdown measures prevented individuals from seeking sexual partners, resulting in lower satisfaction with their sex life. Greater sexual satisfaction was associated with younger age, being in a relationship, and residing in a large urban center. Conversely, it was negatively associated with distress, loss of connections to friends and the queer community, and experiencing relationship conflict. We thus highlight the complex interplay between the COVID-19 pandemic and sexual satisfaction among SMM. Further research is warranted to explore longitudinal trends, investigate the mechanisms underlying the identified associations, and develop targeted services to mitigate negative impacts and enhance sexual satisfaction among SMM. There is also a pressing need for research in low- to middle-income settings, where pervasive stigma surrounding sex may heighten vulnerabilities of SMM.