Most advertisers spend millions upon millions of dollars to buy commercial time during the Super Bowl, and millions in creating eye-popping ads, hoping to create catchy, unforgettable commercials. Unfortunately, most Super Bowl commercials end up being unmemorable. Costly mistakes for brands and creative flameouts for advertising firms.