Do investors ever say "ok, time to panic"? Aren't they always just going to shill their bags? Why should we listen to them?

They do, but generally as they shoot past your office window in free fall.

the time they want you to panic is after they do. their words will never say that it's time to panic, but their actions may already be saying that