{
  "_schema": "knowledge-base-article/v1",
  "title": "What is an AI Website System?",
  "intro": "An AI Website System is a website architecture designed for machine-first consumption. These systems prioritize structured data, standardized endpoints, and semantic markup that enables AI agents, LLMs, and automated systems to understand, navigate, and utilize web content effectively.",
  "sections": [
    {
      "heading": "Core Characteristics",
      "body": "<ul><li><strong>Machine-Readable Endpoints</strong> — JSON files at predictable URLs (<code>/ai/manifest.json</code>, <code>/ai/health.json</code>, <code>/ai/catalog.json</code>)</li><li><strong>Schema.org Markup</strong> — Structured data embedded in HTML for semantic understanding</li><li><strong>LLM Optimization</strong> — <code>/llm.txt</code> and <code>/ai/llm.json</code> for AI discovery</li><li><strong>Federation Ready</strong> — Standardized protocols for site-to-site communication</li><li><strong>Stateless Architecture</strong> — Often static, version-controlled, database-free</li></ul>"
    },
    {
      "heading": "Why It Matters",
      "body": "<p>The web is splitting into two layers: one for people (design, messaging, conversion) and one for machines (structure, schema, endpoints, discovery). AI website systems are designed to operate across both layers simultaneously.</p><p>Sites that implement these standards become first-class citizens of the AI-readable web — discoverable and trustworthy to AI agents without relying on traditional SEO alone.</p>"
    },
    {
      "heading": "Getting Started",
      "body": "<p>The fastest path to compliance is the Digital Karma Federation v7.0 standard. Implement the 6 required endpoints and you have a machine-readable site. See the <a href='/knowledge-base/building-federation-endpoints'>Building Federation Endpoints</a> guide for step-by-step instructions.</p>"
    }
  ],
  "seo": {
    "meta_title": "What is an AI Website System? | Knowledge Base | Digital Karma Web",
    "meta_description": "An AI Website System is a website architecture designed for machine-first consumption, prioritizing structured data, standardized endpoints, and semantic markup."
  }
}