Muhammad Daud

Choose a practical first AI project by defining the task, information, owner, exceptions, and pilot measures before selecting a chatbot or automation tool.

Clarify the audience, message, sitemap, content, inquiry path, and ownership before rebuilding a business website. A practical guide from Dean Spinato.

Before changing a campaign, review the full inquiry journey. Dean Spinato explains how message, lead fit, ownership, and follow-up affect the next step.