This paper discussed how GIS data and analysis contributes to the process of energy planning. It describes the methodology used to deliver some key outputs and analysis done when coming up with the Narok County Energy Plan. The paper provides an overview of how GIS data analytics and methodologies were used to present data-driven and evidence based spatial solutions to meet the energy demands for universal access to electricity in the County.