A visible number invites more than you want
A phone number on a dashboard is readable by everyone who walks past the car all day, and it stays readable long after the reason for it has passed. That is the trade a static vehicle code makes: instant, free, no account, and public. If the number matters to you, consider a code that points at a contact route instead of printing the number itself.