A case study is conducted in Ipoh, Perak, Malaysia for analyzing the viable land parcels for installing new petrol filling stations. The geospatial data has been collected from Mapping & Surveying Department of Ipoh. The standards used in practice for the site selection for PFS are collected from City Planning Department, Ipoh. A set of questionnaire is also designed to get the stakeholders opinion regarding the site selection of the PFS.