Ad Quality Live

Self-serve ad review — every metric is deterministic (computed, not AI), refreshed daily 7am. Predicted ROAS = forward pipeline estimate; Actual Rev = DB-attributed (~22% of leads carry an ad code, so lean on the funnel/verdict). AI Grill arrives in Phase 2.