2026 Enterprise Digital Marketing Outlook: Budgets Are Shifting Toward AI Search

Over the past three months, we have noticed a clear shift among the enterprise clients we work with: more than 60% of surveyed companies have set up a dedicated "AI search optimization" line item in their 2026 budgets, compared with less than 10% just two years ago.

Why budgets are shifting

• Users' entry point for information is moving from "search box + link list" to "chat interface + generated answers," and the battleground for brand visibility is changing with it;
• Brand mentions in AI answers directly shape user perception, and the gap between being cited and not being cited is widening;
• The content foundation for traditional search and AI search overlaps heavily, so the marginal cost of addressing both is lower than expected.

Recommendations for enterprises

Start by measuring a visibility baseline, then decide on the pace of investment; prioritize factual content that is "extractable and citable"; and bring AI channels and traditional search under a unified metrics system to avoid working in silos.