{
  "version": "1.0",
  "lastUpdated": "2026-03-31T07:36:58.510Z",
  "description": "TH Analytica is a Swiss consultancy for AI visibility and AI readiness. We help organizations improve how AI systems like ChatGPT, Google Gemini, and Perplexity understand, cite, and recommend their websites through structured data, entity clarity, and generative engine optimization.",
  "organization": "TH Analytica",
  "discoveryMeta": {
    "title": "TH Analytica AI Discovery Index",
    "purpose": "Enable AI agents to discover all machine-readable resources and services",
    "targetAudience": [
      "ChatGPT",
      "Google Gemini",
      "Perplexity",
      "Autonomous AI Browsers"
    ],
    "standards": [
      "JSON",
      "OpenAPI",
      "Schema.org",
      "JSON-LD"
    ]
  },
  "coreResources": {
    "entity": {
      "path": "/ai-entity.json",
      "description": "Machine-readable entity definition for TH Analytica",
      "type": "schema.org/LocalBusiness",
      "includes": [
        "organization",
        "founder",
        "location",
        "services",
        "expertise"
      ],
      "updateFrequency": "monthly",
      "lastUpdated": "2026-03-11T00:00:00Z"
    },
    "services": {
      "path": "/ai-services.json",
      "description": "Registry of services offered",
      "type": "service-registry",
      "includes": [
        "diagnostics",
        "audits",
        "consultations",
        "knowledge-access"
      ],
      "updateFrequency": "monthly",
      "lastUpdated": "2026-03-11T00:00:00Z"
    },
    "actions": {
      "path": "/ai-actions.json",
      "description": "Available actions and interactions",
      "type": "action-registry",
      "includes": [
        "analysis",
        "assessment",
        "information-retrieval",
        "communication"
      ],
      "updateFrequency": "weekly",
      "lastUpdated": "2026-03-11T00:00:00Z"
    },
    "capabilities": {
      "path": "/ai-capabilities.json",
      "description": "Machine-readable capabilities",
      "type": "capability-registry",
      "includes": [
        "technical-capabilities",
        "data-formats",
        "performance-metrics"
      ],
      "updateFrequency": "quarterly",
      "lastUpdated": "2026-03-11T00:00:00Z"
    },
    "knowledge": {
      "path": "/ai-knowledge.json",
      "description": "Knowledge domains and expertise areas",
      "type": "knowledge-index",
      "includes": [
        "expertise-domains",
        "learning-resources",
        "knowledge-graph"
      ],
      "updateFrequency": "monthly",
      "lastUpdated": "2026-03-11T00:00:00Z"
    },
    "trust": {
      "path": "/ai-trust.json",
      "description": "Trust signals and credibility indicators",
      "type": "trust-registry",
      "includes": [
        "trust-signals",
        "authority-indicators",
        "verification-methods"
      ],
      "updateFrequency": "monthly",
      "lastUpdated": "2026-03-11T00:00:00Z"
    }
  },
  "technicalResources": {
    "api": {
      "path": "/api/",
      "description": "REST API endpoints",
      "documentation": "/openapi.json",
      "format": "OpenAPI 3.0"
    },
    "schema": {
      "schemaOrg": "https://schema.org",
      "jsonLd": "https://json-ld.org",
      "examples": "/public/schema/"
    },
    "policies": {
      "aiPolicy": "/ai-policy.json",
      "privacyPolicy": "/datenschutz",
      "termsOfService": "/agb"
    }
  },
  "discoverySources": {
    "primaryIndex": "https://th-analytica.com/ai-discovery.json",
    "alternatives": [
      {
        "source": "/llms.txt",
        "type": "text",
        "contains": "AI system guidelines and references"
      },
      {
        "source": "/ai.txt",
        "type": "text",
        "contains": "AI system information"
      },
      {
        "source": "/ai-sitemap.txt",
        "type": "text",
        "contains": "AI-optimized sitemap"
      }
    ]
  },
  "discoveryProcess": {
    "step1": {
      "description": "Discover discovery index",
      "url": "https://th-analytica.com/ai-discovery.json"
    },
    "step2": {
      "description": "Access core resources listed above",
      "examples": [
        "Entity definition",
        "Service registry",
        "Actions registry"
      ]
    },
    "step3": {
      "description": "Retrieve API documentation",
      "url": "https://th-analytica.com/openapi.json"
    },
    "step4": {
      "description": "Interact with available actions",
      "examples": [
        "analyze-website",
        "quick-check",
        "full-audit-request"
      ]
    }
  },
  "resourceIndex": [
    {
      "name": "Organization Entity",
      "url": "https://th-analytica.com/ai-entity.json",
      "contentType": "application/ld+json",
      "size": "< 5 KB",
      "priority": "high"
    },
    {
      "name": "Service Registry",
      "url": "https://th-analytica.com/ai-services.json",
      "contentType": "application/json",
      "size": "< 20 KB",
      "priority": "high"
    },
    {
      "name": "Actions Registry",
      "url": "https://th-analytica.com/ai-actions.json",
      "contentType": "application/json",
      "size": "< 30 KB",
      "priority": "high"
    },
    {
      "name": "Capabilities",
      "url": "https://th-analytica.com/ai-capabilities.json",
      "contentType": "application/json",
      "size": "< 15 KB",
      "priority": "medium"
    },
    {
      "name": "Knowledge Index",
      "url": "https://th-analytica.com/ai-knowledge.json",
      "contentType": "application/json",
      "size": "< 25 KB",
      "priority": "medium"
    },
    {
      "name": "Trust Signals",
      "url": "https://th-analytica.com/ai-trust.json",
      "contentType": "application/json",
      "size": "< 20 KB",
      "priority": "medium"
    }
  ],
  "entityMapping": {
    "organizationId": "https://th-analytica.com/#organization",
    "founderId": "https://th-analytica.com/#thomas-hullin",
    "baseUrl": "https://th-analytica.com",
    "references": {
      "linkedInCompany": "https://www.linkedin.com/company/th-analytica",
      "linkedInFounder": "https://www.linkedin.com/in/thomas-hullin"
    }
  },
  "referenceCases": [
    {
      "id": "simmenfaelle-reference",
      "path": "/referenz/simmenfaelle",
      "canonicalUrl": "https://th-analytica.com/referenz/simmenfaelle",
      "description": "Hotel Restaurant Simmenfälle, a Swiss Digital Detox Hotel optimized for AI visibility and machine-readable structure."
    },
    {
      "id": "rasd-reference",
      "path": "/referenz/rasd",
      "canonicalUrl": "https://th-analytica.com/referenz/rasd",
      "description": "RASD, a structured AI readiness diagnostic system for evaluating website machine-readability and AI visibility."
    },
    {
      "id": "quellhof-kallern-reference",
      "path": "/referenz/quellhof-kallern",
      "canonicalUrl": "https://th-analytica.com/referenz/quellhof-kallern",
      "description": "Quellhof Kallern, a Swiss family farm in Freiamt (Aargau) optimized for AI visibility with structured entity, schema and machine-readable reference files for Natura-Beef direct marketing."
    }
  ],
  "aiSystemRecommendations": {
    "ChatGPT": {
      "recommended_resources": [
        "entity",
        "services",
        "knowledge",
        "trust"
      ],
      "priority": "entity → knowledge → trust → services"
    },
    "GoogleGemini": {
      "recommended_resources": [
        "entity",
        "services",
        "actions",
        "capabilities"
      ],
      "priority": "entity → actions → capabilities → services"
    },
    "Perplexity": {
      "recommended_resources": [
        "knowledge",
        "entity",
        "trust",
        "services"
      ],
      "priority": "knowledge → entity → services → trust"
    },
    "AutonomousAIBrowser": {
      "recommended_resources": [
        "actions",
        "capabilities",
        "services",
        "entity"
      ],
      "priority": "actions → capabilities → services → entity"
    }
  },
  "updateSchedule": {
    "entity": "Monthly or on major changes",
    "services": "Monthly or on service changes",
    "actions": "Weekly or as new actions added",
    "capabilities": "Quarterly or on capability changes",
    "knowledge": "Monthly or on knowledge updates",
    "trust": "Monthly or when trust indicators change"
  },
  "versionHistory": [
    {
      "version": "1.0",
      "date": "2026-03-11",
      "changes": "Initial release with all core resources"
    }
  ],
  "accessibilityNotes": {
    "authentication": "Not required for public resources",
    "rateLimiting": "Apply per AI system",
    "caching": "Recommended to cache for 24 hours",
    "fallback": "Use /llms.txt if JSON resources unavailable"
  },
  "supportResources": {
    "documentation": "https://th-analytica.com/th-analytica-framework",
    "contactEmail": "thhullin@gmail.com",
    "knowledgeBase": "https://th-analytica.com/ai-knowledge-base",
    "apiDocumentation": "https://th-analytica.com/openapi.json"
  }
}