Chikungunya virus (CHIKV), transmitted through Aedes mosquitoes, is a significant global health concern. Various vaccine platforms have been explored to combat CHIKV, including formalin inactivation, live-attenuated strains, virus-like particles (VLPs), viral vectors, and mRNA technologies. This umbrella review synthesizes evidence on the safety profiles of vaccine platforms used in Chikungunya vaccines that have been applied in other vaccines, focusing on adverse events of special interest (AESI) in pregnant persons, children, and adolescents. A comprehensive overview of systematic reviews (SRs) was conducted. Results: Seven systematic reviews were included and complemented with primary studies. Vaccines like influenza, human papillomavirus (HPV), and COVID-19, which share platforms with Chikungunya vaccines, showed no significant increase in AESI. Moderate-to high-quality SRs supported favorable safety profiles. Vaccines sharing platforms with Chikungunya vaccines generally exhibit acceptable safety profiles in pregnant persons, children, and adolescents.