Imagine you’re shopping at shoe store and find a pair of boots that fit perfectly. Unfortunately, they aren’t on sale and are above your budget. Do you bite the bullet and purchase them? Chances are, no. Now that the desired brand and size has been discovered, many consumers will search for the same product online and purchase it at a cheaper price.