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- Strategy §1a: brick-and-mortar services + local retail in scope - Pure online e-com remains out (Shopify lane) - ICP, NORTH_STAR, README, product docs aligned - Add UC-03 general store (toothbrush / chicken strips case)
98 lines
6.0 KiB
Markdown
98 lines
6.0 KiB
Markdown
# geolocal.io — North Star
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---
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## What Is It?
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geolocal.io is the infrastructure that makes **local businesses** — services and local retail with real-world presence — discoverable, understandable, and actionable inside the agentic AI economy.
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Here's what we actually do:
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- Host a multi-tenant MCP server that gives AI agents structured access to a business's story, hours, services or assortment signals, specialties, visuals, and the right next step (book, visit, pick up).
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- Give businesses a dead-simple pointer on their website (well-known or multi-path). No coding. No servers for them to manage. It points to us.
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- Orchestrate booking and payment partners where those paths apply — we do not rebuild Calendly or Shopify.
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- Sell through self-serve, agencies, SEO consultants, tourism boards, and Chambers — people who already have the trust of business owners.
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- Build feedback and quality loops so helpfulness improves over time, including removing bad endpoints when they hurt trust.
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We are not a destination site. We don't compete with Yelp or Google for user attention. We're the invisible layer that makes the long tail of local businesses actually work in the AI era — the garage **and** the general store.
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---
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## Why Are We Building This?
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Because the agentic economy is being built right now, and almost every local business is being left out.
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- 45% of consumers now use AI tools to find local businesses—up from 6% a year ago. That's one of the fastest behavioral shifts we've ever seen.
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- ChatGPT recommends just 1.2% of local businesses. That's based on SOCi's 2026 Local Visibility Index, which looked at over 350,000 business locations.
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- AI is already the third most-used discovery channel for local businesses, behind only Google and Facebook.
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- ChatGPT now has roughly 900 million weekly active users.
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- 58% of consumers have tried AI for local business recommendations; 31% do it at least monthly.
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- 44% of AI-search users now say AI is their primary information source—ahead of traditional search at 31%.
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Yelp has already released an official MCP server. Google is integrating MCP into Merchant Center and Maps. OpenAI is signing licensing deals left and right. They're building infrastructure for *their* data. They're not building infrastructure for the businesses themselves.
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That's the gap. We're building the on-ramp for everyone else.
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---
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## What Happens If We Don't Build This?
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The local service economy gets locked into the same handful of platforms that already dominate the web.
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If we don't do this:
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- Yelp becomes the default source of truth for AI recommendations. They already charge $25 per 1,000 API calls for their Fusion AI service. That's the model—pay to play.
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- Google tightens its grip on both the data and the transaction layer.
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- AI agents only recommend the 1.2% of businesses that are already visible. The rest stay invisible.
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- The 98.8% end up paying for visibility through ads and licensing fees they can't afford.
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- Agencies and Chambers have no independent infrastructure to offer their clients—they're stuck reselling access to platforms that control everything.
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- Agentic booking starts in late 2026, not years from now. As BrightLocal's CEO put it, if an agent is looking for a plumber at 6am and your business isn't bookable through the agent, it'll move on to the next one that is. No human ever sees your name.
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The alternative is a future where local businesses are passive subjects of platforms that own their data and control their destiny. geolocal.io is the counterplay—a platform that lets businesses own their AI presence.
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---
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## When Must This Be Done?
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This is a race. The incumbents aren't asleep.
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- MCP adoption is exploding: 97 million+ monthly SDK downloads as of March 2026, up from ~100,000 at launch in late 2024. Over 10,000 active MCP servers are now deployed.
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- Every major AI platform ships native MCP support: ChatGPT, Claude, Gemini, Copilot, Cursor.
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- Yelp's official MCP server is live.
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- Google is actively integrating MCP into its Merchant API and Maps.
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- OpenAI is building agentic commerce and inking data deals.
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The window is not years. It's months.
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| Timeframe | What We Need to Hit |
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| :--- | :--- |
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| 90 Days | Launch MCP server and partner dashboard. Onboard 100 businesses through agency partners. |
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| 180 Days | Expand to 1,000 businesses across 3 verticals (auto repair, beauty, home services). Launch "related businesses" handshake. |
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| 360 Days | Secure 3 major Chamber of Commerce partnerships. Reach 10,000 businesses. Start monetizing telemetry data. |
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If we wait, the incumbents win. The agentic economy is being built today, and whoever builds the infrastructure owns the future. geolocal.io needs to be the infrastructure for the 98.8%—before the 1.2% lock in their dominance.
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---
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## Summary
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| Question | Answer |
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| :--- | :--- |
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| **What is it?** | MCP infrastructure that makes local service businesses discoverable, bookable, and transactable in the agentic economy. |
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| **Why are we building it?** | To bridge the gap between the 98.8% of businesses invisible to AI and the 1.2% that dominate recommendations. |
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| **What happens if we don't?** | Yelp, Google, and OpenAI will control the data and transaction layer, locking out the vast majority of local businesses. |
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| **When must it be done?** | Within 360 days. The incumbents are moving fast, and the window is closing. |
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---
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## What's next?
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This document is a short compass. The full operating strategy is:
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**[docs/strategy/CANONICAL_STRATEGY.md](./docs/strategy/CANONICAL_STRATEGY.md)** (final draft)
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Product map: [docs/product/](./docs/product/).
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Use cases: [UC-01](./docs/product/use-cases/uc-01-endpoint-auto-repair.md), [UC-02](./docs/product/use-cases/uc-02-intermediate-tourism-board.md), [UC-03](./docs/product/use-cases/uc-03-local-retail-general-store.md).
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Historical exploration: [docs/archive/](./docs/archive/).
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Near-term execution: ship Priority 0 platform (HTTP MCP, ingestion, first genre pack, portal spine, real endpoints) and open one destination pilot conversation — without confusing the portal for the whole company. |