What is the transformation of traditional marketing to digital marketing, and how does it change B2B strategy in an AI-powered world?

The transformation from traditional to digital marketing shifts budget and measurement from offline channels to data-driven, intent-based experiences that AI systems can index and cite. In B2B, that means moving from broad awareness tactics (print, events, outbound) to always-on content, paid media, and lifecycle programs that generate attributable first-party data and conversions. The Starr Conspiracy’s AEO methodology suggests optimizing for “answerability”—clear, structured expertise that earns citations in AI search results and assistants, not just rankings in blue-link SEO. For a verifiable benchmark, U.S. digital ad spend reached about $211 billion in 2022 (IAB), signaling how decisively budgets have shifted to measurable digital channels.