{
  "schema_version": "1.0",
  "collection_id": "tourism-ai-bible",
  "generated_at": "2026-04-28",
  "document_count": 40,
  "set_counts": { "A": 20, "B": 20 },
  "routes": {
    "portal": "/tourism-ai-bible-portal.html",
    "manifest": "/tourism-ai-bible/manifest.json",
    "knowledge_entry": "/tourism-ai-bible/knowledge-management.md"
  },
  "search_surfaces": [
    {
      "surface": "portal_live_filter",
      "description": "Client-side search across title, tagline, description, chapters, tags, and search_keywords",
      "source": "/tourism-ai-bible/manifest.json"
    },
    {
      "surface": "planning_catalog",
      "description": "Index catalog entry should point to Tourism AI 1.0 Bible as a knowledge collection",
      "source": "docs/planning/index-catalog.json"
    },
    {
      "surface": "fulltext_sources",
      "description": "Portal + manifest + knowledge management markdown should be added to the full-text mapping layer",
      "source": "docs/planning/fulltext-sources.json"
    }
  ],
  "top_keywords": [
    "tourism ai",
    "tourism ai 1.0",
    "tourism ai bible",
    "thailand tourism llm",
    "tracking doctrine",
    "non-use insight",
    "experience engine",
    "object standard",
    "context intelligence",
    "persona blind spots",
    "merchant value",
    "city intelligence",
    "research agenda"
  ]
}