I went to AutoZone and picked up a lawn mower belt. The guy selling it told me the belt doesn’t need teeth if the pulleys are smooth, so I should be fine. I installed it and everything worked fine.
Well, I have never had one of these break: a high pressure pump belt. The belt has teeth and I really have no clue where to purchase one of these so I am going to wait until tomorrow.