geolocal-io/README.md

geolocal.io

AI-native infrastructure for local business discovery, storytelling, visuals, and booking via MCP. Powers the long tail of independent SMBs ignored by big platforms.

What Is This?

geolocal.io makes local service businesses discoverable, bookable, and payable in the agentic AI economy.

We do this by:

• Hosting a multi-tenant MCP server that exposes rich, structured business data (story, visuals, services, pricing, availability) to any AI agent.
• Providing a simple JSON pointer (/.well-known/mcp-server) that any business can add to their website to connect to our hosted MCP server—no coding required.
• Enabling a complete transaction loop by integrating with Cal.com for booking and Stripe for payment capture.
• Building a partner-first distribution engine by working through agencies, SEO consultants, and Chambers of Commerce who already serve these businesses.
• Creating a self-reinforcing data network where AI agents provide verification and competitive intelligence data through our "related businesses" handshake.

We are not a destination site. We are an invisible, critical layer of infrastructure that powers the agentic economy's discovery of local businesses.

The Problem We Solve

• 45% of consumers now use AI tools to find local businesses—up from just 6% one year earlier.
• ChatGPT recommends just 1.2% of local businesses, according to SOCi's 2026 Local Visibility Index.
• AI is now the third most-used business discovery channel, behind only Google and Facebook.

The major platforms (Google, Yelp, OpenAI) are building MCP infrastructure to serve their own data. They are not building infrastructure to serve the businesses themselves. We bridge that gap.

Quick Start

For Partners (Agencies, SEO Consultants, Chambers)

1. Read the Partner & Channel Strategy to understand the opportunity.
2. Review the Partner One-Pager for a concise sell-sheet.
3. Contact us to get started.

For Investors

1. Read the North Star document for our vision and principles.
2. Review the Market Data & Analysis for the opportunity size.
3. Explore the Business & Financial Model and Competitive Moats & Risks for our defensible position.

For Developers & Engineers

1. Read the Product & Technical Roadmap for our phased implementation plan.
2. Review the MCP Server Architecture for technical details.
3. Check the Deployment Guide for setup instructions.

Repository Structure

geolocal-io/ ├── NORTH_STAR.md # Single source of truth for vision & principles ├── README.md # This file ├── docs/ │ ├── investors/ # Pitch narrative, market, financials, moat │ ├── legal/ # Risks, IP, data flows, compliance notes │ ├── engineering/ # Architecture, MCP design, MVP scope, data model │ ├── gtm/ # Partner (agency/CoC) outreach, onboarding, pricing, playbooks │ └── early-thinking/ # Raw conversation history and initial explorations └── (future: code/, assets/)

The North Star

Everything we build must follow a single principle: make it dead simple for a partner to deploy an MCP endpoint for a local business, and make that endpoint compelling enough that AI agents prefer it.

Our North Star document defines the "what," "why," "what if," and "when" with clarity and conviction. It anchors all product decisions, fundraising conversations, and go-to-market execution.

Status

Area	Status
Strategy & Vision	✅ Complete
Market Data & Analysis	✅ Complete
Competitive Intelligence	✅ Complete
Business & Financial Model	✅ Complete
Product & Technical Roadmap	✅ Complete
GTM Strategy	✅ Complete
Legal & Compliance	⬜ In progress
Code / Implementation	⬜ Not started