ESC™ Framework

ESC™ is an analytical framework mapping the three structural conditions — Entity Clarity, Semantic Authority, and Cross-Source Trust — that AI systems require before recommending any business inside a generated response. Developed by Anurag Gupta, ShodhDynamics, March 2026.