Spotify playlists are not fake if they are created by Spotify or verified artists or curators. However, there are some fake playlists that are created by bots or scammers to manipulate the streaming numbers or promote certain songs or artists. These fake playlists may have generic names, low-quality covers, or suspicious followers.