Visualizing how a knight moves feels a bit complex, especially across the board. Looking into a “knight’s tour”, where the knight visits each square exactly once confirms this.
I found this image from MrCole’s website to be particularly helpful in understanding what a knight can do. This shows how many moves it takes to get to one of these squares from a central starting point.
or the smaller version: