Wanting to test out the maximum range, [CN] and his friends dug ... there’s no reason to think an ESP8266 won’t connect, so long as you have line of sight and a huge antenna.
When I needed to extend the range of some ESP8266-based sensors ... It was on another floor, but didn’t take long to find. The legitimate access points were just normal residential routers ...