Hi @PushingCupid8, what brand of router are you using? Is it an Eero router?
Also, the PurpleAir-**** network will disappear after it connects to WiFi with an internet connection. Is an internet connection currently available? You can test this by trying to browse the internet on a mobile device with mobile data disabled.