This study focuses on selecting and evaluating appropriate Ground Motion Prediction Equations (GMPEs) for northern Egypt, a region with significant seismic risk. A comparative analysis of different GMPE models was conducted using local earthquake data to assess their applicability. The findings provide a framework for improving seismic hazard assessment and enhancing earthquake-resistant design in the area.