The light from stars we see has taken thousands of years to reach us, and many of them no longer exist even though we can still see them. It could take thousands, if not millions, of years for a signal to reach from one habitable planet to another and when it did there might no longer be life there. It's not like you can just leave a message when you're working with a timescale like that.