.Each of these targets a gap the Adlib pull surfaced or a lane Kimani named on the call. Drafts, not finals: every AI render passes an editor and a creative strategist before it spends a dollar. And every quoted review is a real named review from fixd.com.
These 14 come from one call and one pull of the Ad Library. The full engine runs on your account history, your named reviews, and the threads where drivers actually talk, every week.