There are quite a few who do this without using a car in major cities, including DC Metro area and NYC. In places with good bike lanes, some supplement public transit with bike-share.
Of course, you won't be competing for valet parking shops.
Based in MD, near DC
Shopping from the Carolinas to New York
Have video cam; will travel
Poor customer service? Don't get mad; get video.