Return on advertising spend (ROAS) is an efficiency metric that uses ad-attributed sales as the numerator and advertising spend as the denominator. It expresses how many dollars of ad-attributed revenue growth per dollar of advertising. Due to the lack of a causal inference framework in ad-attributed sales, it cannot claim to have caused those sales to happen.