Early TopHap web application concept showing a 3D map of property listings with extruded data columns, price labels, and real estate analytics across the San Francisco Bay Area.

An early TopHap web application concept exploring how real estate data could be represented spatially through a 3D map interface. Extruded columns, property labels, and map legends were used to compare metrics such as listing price, living area, and price per square foot across the San Francisco Bay Area. This experiment helped establish the map-first direction that later became central to TopHap’s property intelligence platform.