Leaving a small airport a few years ago en-route to a hub to get home, we were the only 'tourists' and got well and truly stung with searches. Couple of hours whilst they went through everything.
As mentioned, ESTA is required but you MUST have one of the new chipped passports. All need to knows here http://www.moneysavingexpert.com/travel/esta-usa-visa