It causes noticeable dropoff in stores. I don't remember the numbers, but we did an A/B test and noticed a difference. We switched to referrer URLs for discounts instead. I wanted to try an experiment of putting a bunch of low value discount codes out there that would have been easy to find, and see how that affects dropoff, but we never did that.