INCI for AI Engines: How to Structure Beauty Ingredient Data for ChatGPT and Gemini
AI engines answer ingredient-led beauty queries by parsing structured data. If your INCI names and benefit mappings aren't explicit, your products stay invisible. This guide covers the data structure and content patterns that make your catalog AI-readable.