Athome positional trainers vibrate when you roll onto your back
https://www.slideserve.com/nuallaqqkj/can-a-sleep-apnea-oral-appliance-help-stop-loud-snoring-a-detailed-look
Athome positional trainers vibrate when you roll onto your back, gently nudging you to side sleep and reducing position-dependent obstructive events.