Marketing automation has evolved into an AI-powered growth engine in 2026. This guide explains how automation increases revenue, improves efficiency, and delivers personalization at scale for businesses of all sizes.

Most small businesses misunderstand marketing ROI because they expect immediate, directly attributable returns from activities designed to build trust, demand, and decision readiness over time.