Digital wallets have become a driving force in the global economy, with 2.4 billion users worldwide in 2020, a figure projected to reach 3.6 billion by 2026. This study conducts an in-depth bibliometric analysis to evaluate the current state and future trends of digital wallet research using scientific databases such as Scopus and Web of Science. A scoping review methodology was applied, in which we analyzed 778 documents, following an eligibility process with the following search terms: “digital wallet”, “mobile wallet”, and “e-wallet”. Results show that India, the United States, and China are leading research efforts in this field. Key factors influencing the adoption of digital wallets include data security, ease of use, and integration with traditional payment systems. While much research has focused on technological innovation and adoption, significant gaps remain in areas such as blockchain integration and AI-driven solutions. This article provides the first comprehensive bibliometric analysis of digital wallets, offering crucial insights into emerging trends such as “blockchain”, “electronic commerce”, and “digital payments” and their role in shaping the future of financial technology.