The Islamic banking and finance industry is founded on Islamic principles, with one of its main concepts being Profit-Loss Sharing (PLS). The rapid growth of the industry has led to extensive research on PLS. This study aims to capture the dynamic research landscape on PLS by examining the intellectual network, including the most influential scholars, countries, articles, publishing journals, and frequently discussed topics, as well as suggesting future research directions. We use bibliometric analysis to explore this topic, drawing data from the Scopus database. A total of 421 documents from 1992-2022 were analyzed. The study finds that Malaysia is the most productive country, Kabir Hassan is the most influential scholar, and the Journal of Islamic Accounting is the leading journal in the field. Four main topics are identified: the general theme of PLS, the implementation of PLS in different countries, PLS products, and governance and risk related to PLS. Future research is recommended based on these four topics.