How to get room upgrades with Gold Status?

I'm curious.  How many people with Gold Status actually get their room upgrades?  I've had Gold Status for years and almost never get them.  I typically check in late at night (travel late) and am always told there are no upgrades available.  If this is true, is there any benefit to using the Marriott app and checking in early?  Does anyone have any hints?

Thanks!