A system for geographic resource mapping is provided. The system comprises: a memory device with computer-readable program code stored thereon; a communication device connected to a network; a processing device, wherein the processing device is configured to execute the computer-readable program code to: receive a geographic location for a proposed resource site from a user; extract historical interaction information associated with the geographic location and the user from an interaction database; generate a resource map for the geographic location based on the historical interaction information and the proposed resource site; calculate a landscape score for the proposed resource site at the geographic location, wherein the landscape score compares the proposed resource site with other resource sites associated with the geographic location based on the generated resource map; and based on the landscape score falling below a predetermined threshold, reject the proposed resource site at the geographic location.