The toy store boomerangs (i.e. Wham-O) was always crap. My brother had a wooden one that I think we special ordered through the mail that worked pretty well. There's definitely a technique to throwing it and you also need a breeze to throw into or it will just go up in the air and fall down far away.
I’ll have to try it again. Plenty of desert to practice in.