Mobile Analytics tools gather intelligence from consumer smartphones to provide developers, sales and marketing with insights about consumer activity and usage. Tools in this category are for mobile marketing research, and can show user app registrations, length of active sessions, and number of page views; they can also can track clicks and detect users who leave the app without doing anything. Data can be broken down by key factors such as device type, OS, ISP, IAP and geographical location.