The only thing that ultimately matters to me as far as recommendators (whether human or algorithmic) are concerned is whether their recommendations turn out to

The only thing that ultimately matters to me as far as recommendators (whether human or algorithmic) are concerned is whether their recommendations turn out to be valuable to me in some way. That's how you build trust: by making good recommendations. Everything else is secondary.