I will ask anyone for an upgrade, whether it’s a better table at a restaurant or a first-class seat on a flight. Scoring a hotel upgrade, however, comes with its own set of difficulties. You can’t exactly assess what’s available or which rooms will open up during your stay.
Source: LifeHacker – How to Get an Upgrade at a Hotel