GeoAI, the convergence of artificial intelligence and geospatial data, is rapidly evolving to provide innovative solutions across various domains. To unlock its full potential, optimizing generative engines is crucial. GeoAI By leveraging techniques such as parameter, we can tailor these engines to effectively process and analyze location informati