Journal of Science and Technology Metrics MT Basavaraja, S N Rajashekara 6 1 2025 https://doi.org/10.6025/jstm/2025/6/1/1-9 https://www.dline.info/jstm/fulltext/v6n1/jstmv6n1_1.pdf This paper explores the functionality and effectiveness of ResearchRabbit, focusing on personalised citationbased recommendations, interactive visualisations, collaboration tools, and integration with reference management software. Through a detailed analysis, this study evaluates how ResearchRabbit streamlines the literature review process, enhancing the efficiency and quality of research. The paper highlights its unique advantages and potential limitations by comparing ResearchRabbit to traditional literature search methods and other contemporary tools. The findings suggest that ResearchRabbit significantly reduces the time and effort required for literature reviews, enabling researchers to uncover relevant publications that might be overlooked through conventional methods. The personalised and interactive approach of ResearchRabbit not only aids in discovering pertinent literature but also fosters collaborative research efforts. This paper concludes with recommendations for researchers and potential directions for future development of literature mapping tools, emphasising the transformative impact of ResearchRabbit on academic research workflows.