Make Your Business AI-Discoverable

{
  "feed_type": "export",
  "metadata": {
    "title": "Business Services Documentation",
    "origin": "https://yourbusiness.com",
    "description": "Complete service offerings and capabilities",
    "generated_at": "2025-09-05T10:30:00Z"
  },
  "summary": "Professional services including consulting, implementation, and support across multiple industries.",
  "tags": ["consulting", "implementation", "b2b-services"],
  "content": {
    "services": [
      {
        "name": "Digital Transformation Consulting",
        "description": "End-to-end digital strategy and implementation",
        "pricing": "Starting at $5,000/month",
        "industries": ["finance", "healthcare", "manufacturing"]
      }
    ]
  },
  "trust": {
    "trust_level": "certified",
    "signed_blocks": ["metadata", "content"]
  }
}

# Traditional robots.txt directives
User-agent: *
Disallow: /private/
Disallow: /admin/

# AI-Specific Directives
User-agent: GPTBot
User-agent: ChatGPT-User
User-agent: ClaudeBot
User-agent: Claude-Web
Allow: /

# LLMFeed Discovery
# Primary LLMFeed index
LLM-Index: https://mcp.groundfog.cloud/.well-known/llm-index.llmfeed.json

# Specific feed endpoints
LLM-Export: https://mcp.groundfog.cloud/.well-known/export.llmfeed.json
LLM-MCP: https://mcp.groundfog.cloud/.well-known/mcp.llmfeed.json

from mcp.server.models import InitializeRequest
from mcp.server import Server
from mcp.types import Resource, Tool
import json

app = Server("business-data-server")

@app.list_resources()
async def handle_list_resources() -> list[Resource]:
  return [
      Resource(
          uri="business://services",
          name="Business Services",
          description="Complete list of business services and capabilities",
          mimeType="application/json"
      ),
      Resource(
          uri="business://team",
          name="Team Information",
          description="Leadership and key team member information",
          mimeType="application/json"
      )
  ]

@app.read_resource()
async def handle_read_resource(uri: str) -> str:
  if uri == "business://services":
      return json.dumps({
          "services": [
              # Your services data
          ]
      })
  elif uri == "business://team":
      return json.dumps({
          "team_members": [
              # Your team data
          ]
      })

{
"feed_type": "export",
"metadata": {
  "title": "[Business Name] - Complete Business Profile",
  "origin": "https://yourdomain.com",
  "description": "Comprehensive information about [Business Name] services, expertise, and capabilities",
  "generated_at": "2025-09-05T10:30:00Z",
  "update_frequency": "weekly"
},
"summary": "[Brief, compelling business summary optimized for AI understanding]",
"tags": ["[industry]", "[services]", "[location]", "[specialties]"],
"business_profile": {
  "company_name": "[Business Name]",
  "industry": "[Primary Industry]",
  "founded": "[Year]",
  "location": {
    "headquarters": "[City, State/Country]",
    "service_areas": ["[Region 1]", "[Region 2]"]
  },
  "size": "[Employee count or company size category]",
  "certifications": ["[Cert 1]", "[Cert 2]"]
},
"services": [
  {
    "name": "[Service Name]",
    "description": "[Detailed service description]",
    "target_industries": ["[Industry 1]", "[Industry 2]"],
    "pricing_model": "[Pricing structure]",
    "key_benefits": ["[Benefit 1]", "[Benefit 2]"]
  }
],
"contact_information": {
  "website": "https://yourdomain.com",
  "email": "contact@yourdomain.com",
  "phone": "+1-xxx-xxx-xxxx",
  "business_hours": "Monday-Friday 9AM-5PM EST"
},
"trust": {
  "trust_level": "self-declared",
  "last_verified": "2025-09-05T10:30:00Z",
  "verification_method": "domain_ownership"
}
}

{
"feed_type": "mcp_discovery",
"metadata": {
  "title": "[Business Name] - MCP Server Discovery",
  "origin": "https://yourdomain.com"
},
"mcp_servers": [
  {
    "name": "business-data-server",
    "endpoint": "wss://yourdomain.com/mcp",
    "description": "Real-time access to business information and services",
    "capabilities": ["resources", "tools"],
    "authentication": "api_key",
    "rate_limits": {
      "requests_per_minute": 60,
      "burst_limit": 10
    }
  }
]
}

{
"data_classification": {
  "security_scan_performed": true,
  "sensitive_data_handling": "user_consented",
  "classification_level": "public|internal|confidential|restricted",
  "redacted_fields": ["internal_ids", "private_emails"],
  "user_consent": {
    "timestamp": "2025-09-05T10:29:45Z",
    "items_approved": ["business_email", "office_address"],
    "items_rejected": ["employee_personal_info"]
  }
}
}

{
"trust": {
  "trust_level": "certified",
  "scope": "complete",
  "signed_blocks": ["metadata", "content"],
  "certifier": "https://yourdomain.com/.well-known/public.pem",
  "signature": "[Digital signature]"
}
}

// Track LLMFeed consumption
function trackLLMFeedAccess(feedType, userAgent) {
if (userAgent.includes("GPTBot") || userAgent.includes("ClaudeBot")) {
  analytics.track("llmfeed_access", {
    feed_type: feedType,
    user_agent: userAgent,
    timestamp: new Date().toISOString()
  });
}
}

// Monitor AI citation frequency
function setupCitationMonitoring() {
// Set up Google Alerts for your business name + "AI" or "chatbot"
// Monitor major AI platforms for business mentions
// Track structured data appearance in AI responses
// Use social listening tools for AI-generated content mentions
}