I think there might be something about the wiring in some homes. Some of my LED bulbs have been going for a decade now without issues. I have a few fixtures where bulbs keep hauling in specific sockets after a few months. I have one fixture in my bathroom where a bulb was fine for a few months and then two replacement bulbs failed instantly and three third one failed again after a year or so. Maybe the voltage is wrong and keeps breaking the power supply?
It could be sensitive power circuitry failing due to power quality, but is more likely a heat buildup. LEDs bulbs fail rapidly without good convective cooling ability, particularly in locations where you have the bulb on for great lengths of time.