Users are always seeking genuine engagement on the web. They desire connections that simulate spontaneous. But in this virtual landscape, a deceitful practice known as traffic botting has emerged, offering a glimmering promise of inflated data. Traffic bots, essentially automated programs, are designed to simulate the patterns of real users. The