Despite the growing interest in mobile advertising targeting smartphones' users from a business perspective, academic research is still scarce regarding the implementation of mobile coupons and their redemption in retail stores, especially when integrating the location dimension. This study is addressing the needs for new insights about customers' attitudes, considering the technological and social evolution of the use of smartphones. This article explores how product and retail managers can offer mobile coupon opportunities to increase coupon redemption among potential customers using smartphones, and potentially concerned with privacy issues. Through the theory of planned behavior, this study finds that geolocation is a relevant variable in mobile advertising for a conversion rate optimization. The results suggest that geolocation has a positive impact on behavioral intention and increases the likelihood of coupon redemption. \textcopyright 2021, IGI Global. Copying or distributing in print or electronic forms without written permission of IGI Global is prohibited.