Natural Gas is used today in may vehicles. Mostly by fleet maintenance types like city buses and UPS trucks.
You might be surprised in a city like Houston how many vehicles are already powered this way.
I’m quite aware of those - and most of them are higher maintenance and reduced performance. Austin ended up selling all their CNG buses to Dallas because the performance was so terrible.