If you live in a crowded city like New York City, it may make more sense to scope out the suburbs and other locations that aren't easily accessible. Doing this will remove a lot of competition and also open up the possibility of getting more than one pair. It's also nice to scope out rarely visited mom and pop shops. At times, they have heavily discounted sneakers that have been collecting dust - which you're dying to score.