How would that cut your business in half? Certainly it would increase your costs, but shouldn't have any negative effect on the business you actually get. Those customers were going to click on your ad and buy regardless of whether your competitor is driving up your costs. Assuming your ads didn't go offline for exceeding your budget, of course.
