Analyse propulsée par l'IA

Système de notation immobilière

Chaque bien reçoit des scores composites dans 7 catégories. Notre algorithme de notation combine les données de Google Maps, des satellites européens, des agences gouvernementales et des capteurs environnementaux.

Score de sécurité

Risque sismique, distance aux failles, type de sol et données sismiques historiques.

Score éducation

Proximité des écoles, universités et jardins d'enfants avec indicateurs de qualité.

Score transport

Accès métro, bus et tramway. Temps de trajet vers le centre-ville, l'aéroport et les points de repère.

Score environnement

Indice de qualité de l'air, couverture d'espaces verts, végétation NDVI et pollution lumineuse.

Développement urbain

Croissance de la zone bâtie sur 10 ans, tendances démographiques et expansion des infrastructures.

Score de qualité de vie

Hôpitaux, pharmacies, supermarchés, restaurants, parcs et commodités quotidiennes.

Questions Fréquentes

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.

Comment fonctionne la notation

Chaque score est calculé sur une échelle de 0 à 100 en utilisant des critères de proximité, de qualité et de quantité. Le score global est une moyenne pondérée de toutes les catégories, offrant à vos clients un chiffre unique pour comparer les biens.

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