The exit intent functionality of OverlayOptimizer will not work on mobile devices because small screen browsers are not able to detect mouse cursor position on a page. This is a browser limitation unfortunately.
The OverlayOptimizer set to a timer works on mobile devices. You can use this feature along with exit intent feature to get the overlay popup to show up on mobile.