Modern search engines are powered by LLMs. PlaceGraph ensures your business details are formatted, indexed, and optimized directly for machine and AI agent queries.
A conversational voice agent calls local business owners to interview them. It extracts a structured knowledge graph, founding history, values, and FAQs in real-time, removing manual data entry.
A fully isolated Model Context Protocol (MCP) server that provides structured JSON-RPC APIs. LLM agents (like Claude Desktop and Cursor) query PlaceGraph tools directly to get context with sub-12ms execution.
Owners push instant deals, announcements, and discounts to the graph database. When AI search agents query local recommendations, these promotions are dynamically attached to verified business nodes.
Powered by Postgres PostGIS indexing. Real-time proximity searches calculate exact distance matrices to return local listings matching lat/long boundaries, ideal for local agent hubs.
Secure OAuth cookie claims verification built for Turborepo. Validates session identity scopes and manages permissions seamlessly across the web, admin panel, dashboard application, and server endpoints.