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AI Search Budgets Grow in 2026, but SEO Revenue Still Warrants Careful Strategy

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AI-driven search is becoming a significant marketing budget consideration in 2026, even as conventional SEO continues to deliver substantial revenue for many organizations. Search Engine Land's H1 2026 AI halftime report highlights a sharp rise in token budgets and inference spending, signaling that AI search has moved from experimentation into operational planning. Google's AI Max for Search and related platform updates are embedding AI capabilities directly into campaign management and bidding decisions. However, attribution and return-on-investment questions remain unresolved, making it difficult for marketers to determine which AI-related spending is producing meaningful results. Experts recommend protecting proven SEO revenue while cautiously testing AI-mediated discovery, rather than treating AI search as a direct replacement for established channels.

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