Described are systems and processes for generating multi-view interactive digital media representations (MIDMR) for display on a user device. In one aspect, a mobile device is provided which comprises a display, one or more processors, memory, and one or more programs stored in memory. The one or more programs comprise instructions for locking the mobile device, and providing a lock screen on the display in a lock mode upon receiving user input for accessing the mobile device. The lock screen may display a dynamic MIDMR that dynamically changes without user input, which provides an interactive three-dimensional representation of an object that is responsive to user interaction with the mobile device. The dynamic MIDMR displayed is selected based on predetermined criteria, and may change based on a predetermined algorithm that includes weighted predetermined criteria factors as variables and recalculates the algorithm value to determine changes to the dynamic MIDMR.