1. The playwright’s new play closed on the first night. It bombed.
2. They thought they had hired an exciting speaker but instead he really bombed.

Compare to: lay an egg. Whereas bomb is usually applied to creative activities (e. g. , a play, a book, a movie, an idea) that fail on a grand scale, lay an egg is usually applied to doing something that is socially embarrassing on a smaller scale.