Measure AI Marketing Work by Business Outcomes
AI dashboards can show activity, credits, messages, or tasks. Those numbers describe adoption, but they do not prove that marketing improved. Small businesses need AI marketing workflow metrics that connect work to quality, customer response, qualified opportunities, and financial outcomes. OpenAI’s September 16, 2026 guidance on connecting AI usage to business value makes a useful […]