AI for Marketing

AI for marketing is the application of language models, predictive analytics, and automation to marketing workflows—content generation, audience segmentation, campaign optimization, personalization, attribution modeling. The hype has outpaced the reality. Most marketing teams using AI in 2025 are using it for first-draft content generation and not much else, despite vendor promises about autonomous campaigns and predictive everything. The real opportunity is less glamorous than the pitch decks suggest: AI is good at compressing time on tasks marketers already know how to do (writing variants, analyzing performance data, repurposing content across formats) and bad at the things that actually drive marketing results (original positioning, creative insight, understanding what your specific audience cares about). The teams getting real value treat AI as a tool for their best marketers to move faster, not as a replacement for marketing judgment.