How long can you stay on an observation deck?

It depends on the deck. Some, like the Empire State Building and Top of the Rock, let you stay as long as you want. Others, like the SkyView in Atlanta or the Space Needle, have a soft limit and may ask you to leave after your timed slot or if it gets crowded. Check the fine print or call ahead to avoid getting kicked out mid-view.