New digital technologies are enabling more conversational and screen-less experiences for collecting user data, such as voice searches which account for 20% of searches in the Google Android app. Technologies are also becoming more immersive through virtual and augmented reality. Companies are developing automated ways to collect data through robots, sensors, and geo-fencing to gain insights from users without requiring explicit user inputs. This document discusses the application of new technologies for passive and automated collection of user behavioral data.