Wiki says: In SEO, There are several factors that play a vital role while doing business analysis like your competitors, your geographic location, your targeting market, your targeting keywords etc..
Competitive analysis is when you look at competitors and see what techniques they are using to rank well or to generate business. It can be very effective.