Just bought my Neo QLED TV and immediately figured out my TV cannot turn on via Alexa after a long deep sleep. I immediately realized it is a Wake-On-LAN (WoL) problem.
There is a skill in Alexa particularly designed to tackle this issue, called Wake On LAN (WoL). It works so far.