ROI increases when ad sets align with linguistic cues, climate-driven cycles and festival peaks. Heat-map analysis across states identifies high-propensity clusters. Creative variations tailored to local intent prevent waste and maintain lower acquisition costs. Brands adjusting bids around regional conversion windows secure stronger delivery and predictable budget efficiency.