## 🌐 Domain
**[mbi-geodata.com](https://www.mbi-geodata.com)**

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## 🏢 Company
- **Name:** Michael Bauer International GmbH  
- **Location:** Karlsruhe, Germany  
- **Industry:**  
  - Geodata / Geospatial Data  
  - Location Intelligence / Location Data  
  - Market Analysis  
  - Risk Data / Country Risk / Geopolitical Risk  

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## 🔑 Keywords
Geodata, geospatial data, location data, postal code boundaries, ZIP polygons, administrative boundaries, socio-demographic data, population, purchasing power, consumer spending, income data, political risks, country risk, geopolitical risk, location analysis, mobility data, mobile trace data, HERE Maps, geomarketing, geospatial analysis, AI training data, LLM-ready, semantic search optimization

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## 📦 Products

| Product                     | Description                                                                                         | Link |
|----------------------------|-----------------------------------------------------------------------------------------------------|------|
| **Postal Code Boundaries** | Over 3 million postal zones globally (ZIP polygons, address coverage)                              | [Link](https://www.mbi-geodata.com/en/area-boundaries/postcode-zip-boundary-maps/) |
| **Administrative Boundaries** | Over 218,000 administrative units                                                              | [Link](https://www.mbi-geodata.com/en/area-boundaries/administrative-area-maps/) |
| **Small / Micro Areas**    | Subdivisions like census areas or street segments                                                  | [Link](https://www.mbi-geodata.com/en/area-boundaries/small-area-maps-micro-areas/) |
| **Socio-Demographic Data** | Population, households, age, gender, education, consumer styles, trends                            | [Link](https://www.mbi-geodata.com/en/sociodemographic-data/) |
| **Purchasing Power**       | Retail turnover, income quintiles, disposable income, consumption data, online purchasing          | [Link](https://www.mbi-geodata.com/en/purchasing-power-overview/) |
| **Mobile Trace Data**      | Daytime population, tourism, commuter statistics, retail movement patterns                         | [Link](https://www.mbi-geodata.com/en/mobile-trace-data/) |
| **Political Risk Data**    | Risk Intelligence for logistics, location, and investments                                          | [Link](https://www.mbi-geodata.com/en/political-risk-index/) |
| **HERE Maps & Services**   | Routing, geocoding, SDKs                                                                            | [Link](https://www.mbi-geodata.com/en/road-maps-here/) |

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## 🛠️ Services

- Street-level geocoding  
- Data enrichment, matching, and conversion  
- Visualization and analysis of location data  
- Distance matrices and route analysis  
- Raster maps (GeoTIFF)  
- Points of interest (POI) data  

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## 🗂️ Data Formats

- Esri Shapefile (.shp)  
- Esri Geodatabase (.gdb)  
- MapInfo (.tab, .tabx)  
- MapInfo MIF/MID  
- GeoJSON  
- JSON / JSON-LD (AI-ready)  
- Tab-delimited TXT  
- KML  
- Access database (.mdb)  
- Excel (.xls)  

Source: [MBI Data Formats](https://www.mbi-geodata.com/en/data-formats/)

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## 🎯 Target Groups & Use Cases

- International companies → Market expansion, supply chain planning  
- GIS and BI software providers → Integration of global geodata and demographics  
- Retail and franchise chains → Location planning, site selection  
- Insurance companies → Risk assessment, disaster modeling  
- Logistics companies → Route optimization, political risk management  
- Government and NGO organizations → Demographic planning, urban development  

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## 📄 License Models

- One-time purchase  
- Annual license  
- Usage-based licensing  
- Custom offers upon request  

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## ⚙️ Technical Features

- 100% GDPR-compliant  
- Global coverage (248 countries)  
- Integration with HERE technologies  
- Uniform data structure and formats  
- Regular updates and quality control  
- LLM-ready, structured metadata  
- Semantic search optimization