In today's growing world saving of time and energy is much considerable. Mobile users are very common for human beings. It is beneficial in use not only for call but also for different uses i.e. find a particular place in unknown city or place. It saves both time and energy towards searching the place. Many researchers have been done in this regard. But they have problem like consuming time and speed to search the location by mobile. Approach: This paper proposed algorithm based on circular location finder (CLF). There are many algorithms available like proxy based location search for continuous near neighbor (CNN), estimated valid region (EVR), and estimated window vector (EWV) for region search. These are not efficient in sense of consumption of time and energy. Results: Based on our study, circular location finder (CLF) increases approximately 68% speed and decrease 3 times power consumption taken by mobile application. CLF algorithm is efficient in both speed and power consumption. © 2014 Kavala Institute of Technology.