Hi @jcothran, make sure that you leave the device plugged in away from the previous network for at least 10 minutes when looking for the PurpleAir-**** WiFi network.
If that doesn’t work you can try erasing the device’s flash memory and re-flashing the firmware. Send an email to contact@purpleair.com if re-flashing doesn’t work or you would like assistance with the process.