Análisis con IA

Sistema de puntuación inmobiliaria

Cada propiedad recibe puntuaciones compuestas en 7 categorías. Nuestro algoritmo de puntuación combina datos de Google Maps, satélites de la UE, agencias gubernamentales y sensores ambientales.

Puntuación de seguridad

Riesgo sísmico, distancia a fallas, tipo de suelo y datos sísmicos históricos.

Puntuación de educación

Proximidad a escuelas, universidades y guarderías con indicadores de calidad.

Puntuación de transporte

Acceso a metro, autobús y tranvía. Tiempo de viaje al centro de la ciudad, aeropuerto y puntos de referencia.

Puntuación ambiental

Índice de calidad del aire, cobertura de espacios verdes, vegetación NDVI y contaminación lumínica.

Desarrollo urbano

Crecimiento del área construida en 10 años, tendencias poblacionales y expansión de infraestructuras.

Puntuación de habitabilidad

Hospitales, farmacias, supermercados, restaurantes, parques y servicios cotidianos.

Preguntas Frecuentes

How does YerBak calculate property scores?
Each property receives scores across 7 categories (Safety, Education, Transport, Environment, Urban Development, Livability, and Overall). Scores are calculated on a 0-100 scale using proximity metrics, quality indicators, and quantity data from 50+ sources including Google Maps, EU Copernicus satellites, AFAD, and real-time air quality sensors.
What data sources power the AI scoring system?
Our scoring engine combines data from Google Places (nearby amenities), Google Maps (distances, travel times), AFAD (Turkey earthquake data), Google Air Quality API (real-time AQI), EU GHSL (urbanization trends), Google Earth Engine (SRTM terrain, JRC flood risk, Dynamic World land cover), Open-Meteo (climate), and Claude AI (executive summary generation).
What does the Overall Score represent?
The Overall Score is a weighted composite of all category scores. Safety and Education are weighted highest, followed by Transport, Environment, and Livability. It gives buyers a single number (0-100) to quickly compare properties — higher is better. The weighting reflects what matters most to property buyers and investors.
How is the Safety Score calculated?
The Safety Score combines earthquake risk data (PGA values, seismic zone classification, fault line distance), terrain analysis (SRTM elevation and slope data), flood risk (JRC Global Surface Water occurrence), and nearby safety infrastructure (hospitals, pharmacies). A terrain adjustment bonus (0-15 points) rewards properties on stable bedrock with low flood risk.
Can I compare scores across different cities or countries?
Yes. Scores are designed to be comparable across locations. A Safety Score of 85 in Istanbul and 85 in Athens means similar safety profiles. This is especially useful for agents serving international buyers who are comparing properties across multiple countries and cities.
Does the AI scoring include walkability and transit scores?
Standard and Investment reports include dedicated Walkability, Transit Access, and Bikeability scores displayed as SVG donut charts. These scores measure how accessible daily amenities are on foot, by public transit, and by bicycle — calculated from proximity to transit stops, amenity density, and pedestrian infrastructure.

Cómo funciona la puntuación

Cada puntuación se calcula en una escala de 0 a 100 usando métricas de proximidad, calidad y cantidad. La puntuación global es un compuesto ponderado de todas las categorías, ofreciendo a tus clientes un número único para comparar propiedades.

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