exporting in pdf format, to be equivalent of an old fashioned paper map?

Am I missing something obvious?

I'm using the Share option on the right, the PDF seems really poor quality, and I can't get it to be better quality using the Scale setting.

The PNG option seems better, but is still pixelated when I zoom in.

Thanks for any advice.