Observed Signal · Sep 30, 2026 · Market Signal · Source: WFA · Impact: 2/5
96% of major brands now use AI in marketing, WFA research finds
State of AI in Marketing 2026 shows AI moving beyond content into insights, media and strategy, with scaling and skills now the biggest challenges.
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Research: AI Becomes Foundational in Modern Marketing
Callan Consulting’s "State of AI in Technology Marketing 2026" report, produced with 18 B2B and B2C technology companies including NetApp, finds AI moving from experimental projects to enterprise‑wide integration across marketing functions. Based on interviews with CMOs and senior marketing leaders, the study reports AI is now embedded in content creation, research, campaign optimization and analytics. As use expands, data quality, accessibility and governance have moved to the top of marketing agendas. The report notes the rise of "Born in AI" marketing teams, the emergence of Answer Engine Optimization (AEO), increasing interest in agentic AI, and persistent challenges such as measuring AI ROI and maintaining human oversight.
Marketers Increase AI Use; Technical Skills Lag
Digiday+ Research, based on a survey of 142 brand and agency professionals and interviews with marketing and tech executives, finds marketers’ adoption of AI has climbed sharply (from 44% in 2022 to 86% in 2025) but organizational tech skills, upskilling and strategic use lag behind tool adoption. The report notes many companies favor out-of-the-box AI tools (85% of respondents), while fewer build on existing LLMs (40%) or train proprietary LLMs (19%). Firms have appointed chief AI officers (brands such as General Motors, Mastercard and ZocDoc; agencies including Golin, Luckie & Co. and Horizon Media). Interviewees flagged economic concerns about GPU/TPU infrastructure costs, gaps between baseline user familiarity and advanced internal usage, and growing platform interoperability (e.g., Adobe integrating Google models and Google Vertex AI).
5 Marketing Skills Marketers Need in 2026
Marketing in 2026 is more technological, data-driven, and results-focused than ever. A LinkedIn-based analysis of millions of profiles and job postings highlights five marketing skills that will differentiate professionals this year: Artificial Intelligence, Audience Analysis, Stakeholder Management, Campaign Execution, and Automation. The piece notes that 66% of surveyed B2B marketers believe AI will improve campaign performance, and 68% report concrete performance gains when AI is applied to optimization, content creation, predictive targeting, or real-time optimization. Audience analysis is increasingly critical as buying centers grow and decision-makers become harder to reach (85% of marketers worldwide). The article emphasizes turning strategy into measurable results via disciplined campaign execution, cross-functional stakeholder alignment, and scalable automation, with quotes from Henrik Ihlo, Director of LinkedIn Marketing Solutions DACH. The trend underlines that AI-driven power must be combined with precise audience understanding, internal alignment, and fast, trackable execution to remain competitive in 2026.
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