In the digital age, finding love has turned into a whirlwind of digital interactions. MegaPersonals, a popular network, promises to match individuals seeking companionship. However, beneath the surface of romantic profiles lie serious concerns. Automated accounts are frequently used to deceive users, creating a landscape where truth and genuineness