The Foundation for Geospatial Intelligence¶
GeoRefine transforms raw, chaotic open data into premium, analysis-ready assets for the Automotive, Retail, and Logistics industries.
We provide the "Gold Standard" of Overture Maps and OpenStreetMap data—meticulously cleaned, harmonized, and enriched with proprietary risk and demographic layers.
The Problem with Raw Data¶
Every data team faces the same dilemma. Open data (Overture, OSM) is free, but it is not cheap.
- It's Messy: Duplicate POIs, missing zip codes, and "ghost" locations.
- It's Unstructured: "Starbucks", "Starbucks Coffee", and "Starbucks Corp" are treated as three different brands.
- It's Risky: Mixing ODbL (Share-Alike) data into your proprietary stack can create legal liability.
The GeoRefine Solution¶
We operate a high-performance Data Factory. We don't just scrape data; we engineer it. Our pipeline turns raw signals into trusted intelligence.
- Industrial Cleaning
We run a 3-stage validation pipeline using Libpostal and Official Government Boundaries (TIGER, NUTS, BKG) to spatially verify every single address.
- Corporate Hierarchy
We map 5,000+ consumer brands to their Ultimate Parent Companies and Industry Codes (NAICS/NACE), turning points into corporate risk graphs.
- License Safety
Our Overture-Only product line is strictly CDLA-Permissive-2.0. It is 100% safe for proprietary commercial use. No ODbL viral clauses.
- Deep Enrichment
Every point is enriched with Isochrones (Drive-Time) and Demographics (Census Block Group / NUTS 3 Income & Density).
Our Product Lines¶
We focus on three high-value verticals where precision matters most.
Automotive 360¶
For Network Planners, OEMs, and Energy Majors. A complete digital twin of the automotive ecosystem.
- Layers: Sales (Dealers), Aftermarket (Service/Parts), Infrastructure (EV Charging/Fuel).
- Key Feature: Co-location analysis (e.g., "EV Chargers located at Gas Stations").
- Explore Automotive Data ➔
Retail Intelligence¶
For Site Selection, Real Estate, and Private Equity. Granular data on where commerce happens.
- Layers: Grocery, Dining, Fashion, Banking.
- Key Feature: Brand saturation metrics and competitor proximity scoring.
- Explore Retail Data ➔
Supply Chain Infrastructure¶
For Logistics, 3PLs, and Industrial Real Estate. The nodes that move the global economy.
- Layers: Warehousing, Freight Hubs, Last-Mile Lockers, Truck Services.
- Key Feature: Proximity to Motorways, Ports, and Cargo Airports.
- Explore Logistics Data ➔
Coverage Areas¶
We specialize in the world's most complex and valuable markets.
| Region | Scope | Validation Standard |
|---|---|---|
| 🇺🇸 United States | Nationwide (50 States) | TIGER/Line (Census Block Precision) |
| 🇪🇺 North-West Europe | DE, AT, CH, NL, BE, LU, UK | Eurostat NUTS & National Cadastres (BKG, Swisstopo, PDOK) |
Trusted Sources¶
Our pipeline ingests and harmonizes data from the world's most authoritative open sources.
Core Data: Overture Maps Foundation • OpenStreetMap
Validation: US Census Bureau • Eurostat • BKG (Germany) • Swisstopo • ONS (UK) • GLEIF • Wikidata
Ready to stop cleaning data and start analyzing?¶
We offer two ways to access our data:
- Snapshots: Instant download for one-off projects.
- Enterprise Subscriptions: Quarterly updates with delta feeds and full enrichment.