Its like Menstrual synchrony in humans, once one starts going "I want Maaah" then they all do. You could try playing them some sounds of goats that just got Maaah and see if that works.

https://www.newscientist.com/article/2209218-goats-reveal-their-feelings-with-the-sound-of-distinctive-bleats/