Exactly, essential words that we needed thousands of years ago as well as today sound similar. Because they are leftovers from when it was a single language. Modern words that were just invented tend to sound similar as well. E.g. "computer" in different languages. The vast difference is in words that came up in between split of Indo-European tribes and modern times.