The goal of those wildly inaccurate ads is simply to get the person to click the ad and download the game, and hope they'll stick around and keep playing the game even if it's nothing like the ad depicted it to be.

The goal of mobile game ads is to get a new player who will spend some average amount that is less than it costs on average to get a new user.

Cost to get user < Revenue per user = profit