Bridge the gap between your local business and AI agents. Verify your data, establish an interactive AI-driven knowledge layer, and publish instantly to search engines queryable by AI, anywhere.
{
"id": "4e73b22a-cf91-49b2-8be3-c7ff0bfa2549",
"name": "The Bay House",
"city": "Naples",
"state": "FL",
"status": "Open Now",
"hours": {
"monday_friday": "11:00 AM - 10:00 PM",
"saturday": "11:00 AM - 11:00 PM",
"sunday": "11:00 AM - 9:00 PM"
},
"verified_by_owner": true,
"last_updated": "2026-05-20T18:30:15Z"
}Modern search engines are powered by LLMs. PlaceGraph ensures your business details are formatted, indexed, and optimized directly for machine queries.
Built from the ground up on the Model Context Protocol. AI agents query structured data instantly with low latency.
Talk to our conversational AI assistant. We extract your founding story, brand narrative, and FAQs into structured nodes.
Advanced spatial queries allow AI clients to query business hubs near specific GPS coordinates with sub-meter precision.
Push instant offers and announcements. When users search for nearby deals via LLMs, your verified discounts surface.
Your step-by-step path to building a structured presence in the global AI directory.
Create your account on our dashboard and verify ownership of your business. Fill in standard fields like name, category, and operating hours.
Answer simple questions asked by our automated AI interviewer over the phone. We extract your unique history and values into structured graphs.
Your listings are indexed. AI clients querying PlaceGraph tools immediately discover your business, narrative, promotions, and location.
Connect your AI agents, chatbots, or search apps directly to local business structures. Our registry is public, fast, and conforms to standard JSON RPC schemas.
Fast JSON-RPC protocol compliant with standard Claude Desktop integrations
Publicly accessible endpoints with rate-limiting protection
{
"mcpServers": {
"placegraph": {
"command": "npx",
"args": [
"-y",
"@placegraph/mcp-server"
],
"env": {
"PLACEGRAPH_API_KEY": "YOUR_API_KEY"
}
}
}
}Frequently asked questions about the AI business knowledge graph.
Developing native context interfaces for LangChain, AutoGen, and CrewAI agents, plus private subnet graph support for tailnet nodes over HTTPS.
Upgrading conversational onboarding agent voice lines with multiple language parameters (Spanish, French, German) and voice style profiles.