A trick could be to have the first 30 seconds or minute of your song at a low amplitude. This will force them to manually increase the volume of their device so they can hear anything. After that initial quiet phase of your song, you can ramp up the volume to the original level! More louder!
https://www.youtube.com/watch?v=s_ANEQu5Lto