BackgroundAIDS is a highly prevalent and life‐threatening global epidemic that severely compromises the host's immune system, increasing vulnerability to opportunistic diseases. The absence of definitive curative drugs emphasizes the importance and necessity of discovering novel anti‐HIV agents.ObjectiveThis study aims to discover a natural molecular entity that acts as an Integrase strand transfer inhibitor (INSTI) with enhanced potency against HIV.MethodsA ligand‐based pharmacophore model was developed for 4 FDA‐approved INSTIs, with the potential for treating HIV‐1. AutoDock facilitated molecular docking and free energy calculation to discern IN activity. Subsequently, MD simulations assessed interaction stability. ADMET analysis preceded an in vitro anti‐HIV strand transfer assay.ResultsThe generated model revealed a specific interaction involving Mg2+ ion chelation. Crucial residues of HIV‐1 IN and their respective free‐binding energies were identified. The lead compound exhibited superior in silico characteristics which were substantiated by 100 ns MD simulations and MM‐PBSA analysis. Additionally, the in vitro assay demonstrated potent inhibition with the lowest IC50, forming strong molecular interactions with IN.ConclusionThese findings showed valuable insights for the strategic development of new antiretroviral treatments (ART), paving the path for the development of natural therapeutic agents for HIV treatment.