The meaning of competitive analysis is the weaknesses in and out of your website and your competitors, including:
What is your ONPAGE over your competition: Title, Desciption, ALT Image, Unique Content, ...
Weakness of your OFFPAGE versus your opponent: Quality backlink, diverse backlink, ...