You use I bet or I'll bet in reply to a statement to show that you agree with it or that you expected it to be true, usually when you are annoyed or amused by it.
[informal, spoken, feelings] 'I'd like to ask you something,' I said. 'I bet you would,' she grinned. [PHRASE that]