Li, J. 2026. AI-Driven ESG Analytics for Sustainable Investment in U.S. Small Businesses: Integrating LLMs and Causal Modeling for Policy-Enhanced Resilience. International Journal of Humanities and Social Science. 2, 1 (Jan. 2026), 8–14. DOI:https://doi.org/10.71222/20xqms29.