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Introduction: Albizia lebbeck is widely used in traditional Indian folk medicine to treat several inflammatory pathologies, such as asthma and arthritis. Objectives and Methods: The present study aims to scientifically investigate A. lebbeck claimed anti-inflammatory effect using the rat paw edema model. Additionally, a co-occurrence analysis of the available literature from Scopus, Dimensions, PubMed, and lens.com databases was conducted using network and overlay visualization (VOS viewer) to present a detailed bibliometric and scientometric analysis concerning its potent anti-inflammatory potential and to explore the existing knowledge gaps and the required future research directions. Results: The in vivo results revealed that A. lebbeck (100 mg/kg) reduced significantly the edema volume by 37.27% and 31.43% compared to the carrageenan/diclofenac group (35.90% and 51.79%) after 1 and 3 hrs of carrageenan injection, respectively. This observed anti-inflammatory potential represents 103.8% (1 hr) and 60.7% (3 hrs) of diclofenac sodium efficacy. Luteolin and kaempferol were detected in the extract under investigation and they contribute to the proven anti-inflammatory potential. Networking analysis revealed that the Journal of Ethnopharmacology is the most productive publisher concerning A. lebbeck anti-inflammatory potential. The publication volume showed steady growth, increasing from 65 documents in 2015 to 182 in 2025, with notable peaks observed in 2021 and 2024. Over half of these publications were original research articles, with Biomedical and clinical sciences being the leading subject area. Terms such as terpenoids, flavonoids, saponins, and tannins are common search terms exhibited strong associations with A. lebbeck anti-inflammatory properties. Conclusions: This study scientifically supports the traditional anti-inflammatory use of A. lebbeck and recommends further mechanistic studies on its isolated phytochemicals to link this potent activity with the bioactive compounds. Detailed clinical studies are urgently needed to confirm its efficacy and therapeutic potential.
 
            
 
        
    
    
         
    
    
         
    
    
         
    
    
         
    
 
                                