If taking a stroller, make sure it's easily collapsable. Otherwise, if you prepare the same as you would for the car (snacks, small toys, wipes), you should be fine.
As far as saving gas, we've cut down on outings a lot. That's usually the first consideration, is it worth the gas or should I wait until already out (ie to and from work) to run this errand.