
llms.txt was step one and it is running out of road. A four-layer machine-readable content architecture — JSON-LD, entity relationships, content APIs, provenance metadata — and a 90-day minimum viable implementation.

Structured data helps AI search engines understand and cite your content more effectively. Learn which schema types matter most and how to implement them for maximum AI visibility.

Structured data is the GPS for AI search engines. Learn how to implement JSON-LD, Open Graph, and schema markup to dramatically improve your brand's visibility in ChatGPT, Perplexity, and Gemini.