A local beach near me in Ireland has people parking exclusively on the beach, that said, it’s a massive breach with plenty of space.

I never have heard of anyone’s car getting overtaken by the tide, but perhaps the local farmer has pulled a few people out

Another local beach is as you described, no parking on the beach, walk on only. I think it depends on the kind of beach and the way things are set up