I know someone who suffers from anxiety and takes propranolol. She says it helps with the physical symptoms of anxiety (e.g. racing heart), but doesn't help prevent anxiety in the first place. Still, she finds this somewhat useful, as feeling physical symptoms of anxiety can cause a sort of feedback loop, where it leads to more anxiety.

So yes, while beta blockers can help, they are no panacea.