Is preferred salary a trap?

In speaking with a friend about the wild status of the job market, the thought came up that this is an unfair question to ask, as the wrong figure knocks you out.

So employers not only aren’t upfront with their proposed salary range, but also they get to speculate on how low they can ballpark the new minimum.

How transparent is a company that acts like this?