This paper examines the phenomenon of digital content creation triggering sectarianism, polarization and framing of radical narratives on social media. The radicals twist mainstream Islamic constructs through skewed interpretations to spread hatred and violence. The extremist and exclusivist narratives built on Takfeeri and Khawariji footprints, are stepping stone of an ideological pyramid leading to terrorism, attracting backlash and endangering sovereignty. The paper answers the question that how radical narratives are formed and calibrated with audience sentiments and circumstances, through specialized communication skills, deploying religious symbolism, charisma, oratory, semantics, jargons, and logic, engulfed in deceptive interpretive techniques to influence. AI(Algorithms) works as catalyst in creating a strange ecosystem of digital terrorism fueling violence, threatening harmony and stability.  The tailored conceptual model, apply mixed methods, discourse and narrative analysis to discern themes, hypothesize and find correlation between variables in suggesting measures to curb virtual radicalization in chaotic-socio and geo-political environment.