A growing body of literature has highlighted the pivotal role of peer feedback in teaching and learning. However, a paucity of studies explore the trend of literature in this research area, particularly using a bibliometric approach. Therefore, this study was conducted to reveal the major trends in the research area and construct an intellectual landscape of the relevant studies in the field. Bibliometric details of a total of 276 research articles, published from 1985 to 2020 (August), were retrieved from the Scopus database for further analysis. In particular, the publication trend, the most productive countries, the most productive authors, the top ten source titles, and keyword used in the research area, were explored using bibliometric indicators. The rapid growth of publications on peer feedback was observed since 2010, with a sharp peak noted in 2019. Furthermore, writing context was found as the central focus of peer feedback research. Among others, three key themes that surfaced out of term-occurrence analysis included: impacts/effects of using peer feedback approach, sub-themes concerning peer feedback implementation, and peer feedback in writing context. Additionally, from the review of 30 top-cited publications, 3 prominent themes: effects of using peer feedback approach, effective or ineffective peer feedback, and potential challenges or issues in peer feedback implementation emerged. Based on the findings, this paper concludes with some recommended avenues for future research.