Explanation

We use by when we talk about “means of transport”.

We travel by bus.

“On” is used with a specific bicycle, bus train, ship plane.

Come on my bicycle. He went there on your car.

“In” is used with a specific car, taxi, van, lorry & ambulance.

He went there in your car.