Apparently, a live event will start to show up in search up to 3 hours before it starts. You can find a list of Hangouts on Air and YouTube live events.
"If the event is happening now, you can touch the play on the video to watch the event live. If the event is happening later in the day, click Yes under 'Are you going to watch?' to add the event to your Google Calendar."