Here's why:
* Looking is a verb, describing the action of using your eyes to see.
* Sight is the noun that refers to the ability to see, the act of seeing, or something that is seen.
For example:
* Looking at the stars is a peaceful activity. (verb)
* The sight of the stars filled her with wonder. (noun)