CNG (Compressed Natural Gas) is far more reasonable to use as a fuel for most vehicles than LNG.
The natural gas is used as fuel for vehicles today, it just is not very common.
You can purchase a compression unit to fuel a CNG vehicle at your home and CNG is available in limited areas.
http://www.afdc.energy.gov/afdc/fuels/natural_gas.html