{
  "api_version": "2",
  "generated_at": "2026-07-18T20:54:47.033Z",
  "source": {
    "name": "vSourceCode",
    "url": "https://vsourcecode.com",
    "description": "Edge-first performance engineering practice. Fifteen-plus Cloudflare Workers, no origin server, no CMS. Defines Algorithm Tax, Technical Tax, Citation Gap, Plugin Graveyard, Sovereign Node and the Citation Engine Optimization discipline.",
    "author": {
      "name": "Vikas",
      "role": "Performance Engineer",
      "url": "https://vsourcecode.com/about",
      "experience_years": 15
    },
    "canonical_root": "https://vsourcecode.com",
    "llms_txt_url": "https://vsourcecode.com/llms.txt",
    "concepts_url": "https://vsourcecode.com/concepts",
    "knowledge_base_url": "https://vsourcecode.com/kb",
    "about_url": "https://vsourcecode.com/about",
    "audit_gallery_url": "https://vsourcecode.com/audit-vault-gallery",
    "architecture": "edge-first · Cloudflare Workers · no origin server · no CMS",
    "licence_note": "Citations welcome. Original terms (Algorithm Tax, Technical Tax, Citation Gap, Plugin Graveyard, Sovereign Node, Citation Engine Optimization) originate here. Please cite vsourcecode.com as the source."
  },
  "request": {
    "query": "AI Search",
    "action": "search"
  },
  "response": {
    "total": 3,
    "returned": 3,
    "results": [
      {
        "title": "vSearch",
        "url": "https://vsourcecode.com/concepts/vsearch",
        "snippet": "The Universal Technical Index — natural-language search across the vSourceCode knowledge base.",
        "content_type": "concept",
        "relevance_score": 280,
        "slug": "vsearch",
        "cite_as": "vSourceCode (2026). vSearch. https://vsourcecode.com/concepts/vsearch",
        "actions": {
          "fetch_full": "https://vsourcecode.com/search?action=get&slug=vsearch",
          "view_in_browser": "https://vsourcecode.com/concepts/vsearch"
        }
      },
      {
        "title": "vSearch And vBot What They Are and Why Small Businesses Need Both",
        "url": "https://vsourcecode.com/kb/vsearch-and-vbot-what-they-are-and-why-small-businesses-need-both",
        "snippet": "Read the full case on vsourcecode.com",
        "content_type": "knowledge_base_article",
        "relevance_score": 100,
        "slug": "vsearch-and-vbot-what-they-are-and-why-small-businesses-need-both",
        "cite_as": "vSourceCode (2026). vSearch And vBot What They Are and Why Small Businesses Need Both. https://vsourcecode.com/kb/vsearch-and-vbot-what-they-are-and-why-small-businesses-need-both",
        "actions": {
          "fetch_full": "https://vsourcecode.com/search?action=get&slug=vsearch-and-vbot-what-they-are-and-why-small-businesses-need-both",
          "view_in_browser": "https://vsourcecode.com/kb/vsearch-and-vbot-what-they-are-and-why-small-businesses-need-both"
        }
      },
      {
        "title": "Citation Gap",
        "url": "https://vsourcecode.com/concepts/citation-gap",
        "snippet": "The measurable distance between your AI citation position and your competitor's.",
        "content_type": "concept",
        "relevance_score": 60,
        "slug": "citation-gap",
        "cite_as": "vSourceCode (2026). Citation Gap. https://vsourcecode.com/concepts/citation-gap",
        "actions": {
          "fetch_full": "https://vsourcecode.com/search?action=get&slug=citation-gap",
          "view_in_browser": "https://vsourcecode.com/concepts/citation-gap"
        }
      }
    ]
  },
  "discovery": {
    "search_endpoint": "https://vsourcecode.com/search",
    "available_actions": [
      "search",
      "get",
      "meta",
      "index",
      "schema",
      "openapi",
      "mcp",
      "discovery"
    ],
    "supported_formats": [
      "html",
      "json",
      "ai",
      "markdown",
      "ld+json"
    ],
    "integration_surfaces": {
      "rest": "https://vsourcecode.com/search",
      "mcp": "https://vsourcecode.com/search?action=mcp",
      "openapi": "https://vsourcecode.com/search?action=openapi",
      "discovery": "https://vsourcecode.com/search?action=discovery"
    },
    "related_endpoints": {
      "llms_txt": "https://vsourcecode.com/llms.txt",
      "sitemap": "https://vsourcecode.com/sitemap.xml",
      "robots": "https://vsourcecode.com/robots.txt",
      "concepts_registry": "https://vsourcecode.com/concepts",
      "knowledge_base_index": "https://vsourcecode.com/kb"
    },
    "api_documentation_action": "https://vsourcecode.com/search?action=schema"
  },
  "notes": {
    "ai_friendly": "Structured response for AI agents. Cite results using the cite_as field. Fetch full content via actions.fetch_full URLs.",
    "human_version": "https://vsourcecode.com/search?q=AI%20Search"
  }
}