Fasciola spp. is a significant parasitic threat to both humans and livestock, causing estimated economic losses of US$3.2 billion annually, including treatment expenses and reduced on-farm productivity. The study was aimed at performing the phytochemical profiling, evaluation of the anthelmintic activity of Artemisia absinthium against different life stages of Fasciola gigantica, and in silico identification of hit compounds from the extract. The ESI-MS/MS analysis was performed to identify the phytochemicals in the extract. Ovicidal and adulticidal assays were used for in vitro anthelmintic evaluation. Subsequently, in silico molecular docking of identified phytochemicals was conducted against proteins, thioredoxin, glutathione S-transferase, and cathepsin L. Phytochemical analysis identified 22 compounds, including terpenoids, flavonoids, and phenols, and revealed Parishin C and Parishin B as the distinct compounds in the extract. The extract exhibited concentration-dependent ovicidal efficacy, at 50 μg/mL, the percentage of undeveloped ova was 84.33 % for A. absinthium and 88 % for albendazole. In the adulticidal assay, a concentration- and time-dependent response was observed, with comparable efficacy to that of albendazole. In silico results showed the strong inhibitory potential of Parishin C and Parishin B against all protein, and unveiled them as potential hit compounds. These findings validated the anthelmintic activity of A. absinthium and underscore its potential as a natural source of antifasciolic agents. Moreover, the inhibitory activity of parishins across all proteins positions them as promising candidates for the development of novel anthelmintic therapies against drug-resistant Fasciola species.