AI made competent content cheap. That did not make positioning less important. It made it far less forgiving. In the new market, vague messaging gets compressed into mush, and mush does not win.

AI did not just make B2B marketing faster. It changed how buyers discover, how markets remember, and how organizations verify—forcing modern marketing to operate more like a credibility engine than a content factory.