CNG is compressed natural gas. It burns more efficiently than Petrol and diesel, thus brings down the amount of pollutants from automobiles (unburnt hydrocarbons).
CNG is cheaper than petrol or diesel. It cannot be siphoned out by thieves and adultered like petrol or diesel.
The problem in using CNG as fuel is the difficulty of laying down pipelines to deliver CNG through distribution points.