Here's why:
* Collective nouns refer to a group of people or things considered as a single unit.
* While an audience is made up of individual people, we think of them as a unified group that shares a common purpose (e.g., watching a performance, listening to a speaker).
Other examples of collective nouns include:
* Team
* Family
* Crowd
* Flock
* Committee