Search Engine Journal outlines new AI budget categories for 2027 — replaces legacy channel buckets

Context

Search Engine Journal has published an article outlining five new budget categories for 2027, replacing legacy channel buckets with AI-focused lines such as AI visibility and human oversight. These categories aim to improve AI trust verification and measurement rebuild. Marketers should consider this shift as they plan their 2027 budgets.