Thrombosis, a leading cause of numerous fatalities, particularly in developed nations, accounts for thousands of deaths. The contemporary lifestyle inevitably leads to occurrences of venous thrombosis, including deep vein thrombosis and thromboembolism. This article presents a groundbreaking study where a novel series of N′-(arylmethylidene)-6-(p-methoxyphenyl)-3-methyl-1-phenyl-1H-pyrazolo[3,4-b] pyridine-4-carbohydrazide derivatives were efficiently synthesized and screened for thrombolytic activities. Compounds 4a, 4c, 4d, and 4h demonstrated the best antiplatelet activities when using different agonists such as arachidonic acid and collagen. These compounds showed >50 % activity by using agonist collagen and inhibited >50 % platelet aggregation in whole human blood. Compounds 4c and 4d showed the greatest inhibitory effect of 97.98 % and 98.97 %, respectively as compared to other synthesized compounds and aspirin. For platelet aggregation using arachidonic acid, all the synthesized compounds 4a, 4c, 4d and 4h shown >93 % inhibition than that of aspirin. In computational studies, ligands 4c