AI Visibility Case Studies

Natural Herb Library TCM Reference Website Architecture

This case study documents the reference architecture for www.NaturalHerbLibrary.com, a structured herb monograph system designed to serve practitioners, consumers, and AI answer engines from the same source layer. The key insight was that the project did not need a blog-style content publishing workflow first. It needed a knowledge data system that could carry safety logic, citation discipline, and machine-readable discovery from day one.