Aging becomes one of the urgent topics in Taiwan, therefore new product and services must be established in respond to this issue. In recent years, online social network have been one of the most accelerative business model spreading across internet. Facebook has been one of the most influential role model among all. An opportunity gap is identified within these two phenomenon. The present paper is to initiate an innovative business model on worldwide geographic social network – based on the target market of senior travelling demand. This innovative business model will be satisfying the discovered gap. The establishment of this innovation business model is based on the process of Innovation SCREW: (1) Search; (2) Combination; (3) Re-search, Re-Combination; (4) Experiment, Evaluation; (5) Work, Weigh. Through this framework, it brings to the possible establishment of this platform. In addition, by using of secondary datasets that lead to comprehend further to consumer behavior and market demand. As the result, based on this innovative platform, it is hoping to create a new online worldwide geographic social network that can improve services on senior’s travelling demand.