The best alternatives to Something In Common are Spotify, Join My Playlist, and DJ 51. If these 3 options don't work for you, we've listed a few more alternatives below.
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TSDJ is a new way to listen to music, alone or w/ people, in person or remotely. With TSDJ you can curate yourself a few hours of music in 20 seconds in a game-like experience, and invite anyone you want with a URL, no signup required. Hope you like it!
Forget about constant switching between phones whenever someone wants to play their song at your party. With PlayAir you can host a party and let others send their song picks from Spotify, Youtube and local library via Bluetooth.