The phrase does not refer to a mainstream, widely recognized media franchise or a public commercial release. A review of digital registries and creative platforms suggests that "Sharlotta" is often associated with independent stock media creators, such as the Sharlotta Portfolio on Adobe Stock , or minor viral clips hosted on loop platforms like Make a GIF .