Merchants that already sold kerosene, such as grocery and hardware stores, began to sell gasoline as well, but by the early 1910s specialized retailers like we know today were becoming popular. You can read more in John Jakle and Keith Sculle, The Gas Station in America.
I hope a historian can add some details on this subject, but weren't a majority of early cars before popularity steam or electric-based?