Too difficult to transport, store, and refuel a car with natural gas. CNG (Compressed Natural Gas) has its supporters, but it is very low energy density compared to liquid gasoline, so your range is severely limited. Having to compress it to a very high PSI makes it slow to refuel.
It is used in some fleet vehicles, but not something that grandma can do herself at the filling station.