Online to Offline (O2O) is a new emerging e-commerce model in recent years in Taiwan. It has become a consumption pattern for consumers to make O2O purchases via smart mobile devices. The research mainly concludes that how consumers recognize about the service fairness of the O2O model will positively influence the relationship quality between consumers and online stores. Furthermore, consumers' technology readiness index can also moderate with the relationship between service fairness and relationship quality.