I accept that they will look different but function consistently and in line with the client device - when that can be made as a design decision.

You put one on the screen and the user controls it with the controls they are used to.

Why does it matter if it looks different? Those who use Safari will be used to how it looks there, same with Firefox, Chrome, etc

No one cares about this except marketing people.