Wireless earbuds fall out for a number of reasons, even advanced models such as the Powerbeats Pro in-ear headphones. The wireless earbuds could be in the wrong ear, or the ear canal could not offer a proper fit. Every ear shape is different, after all, and some struggle to accommodate wired earbuds or traditional earbuds.