How does AI work in marketing?
AI works in marketing by using trained models to predict, personalize, and automate decisions across targeting, content, and measurement from real customer data. In practice, teams use machine learning for propensity scoring and next-best-action recommendations, and generative AI for drafting ads, emails, and landing-page variants. The Starr Conspiracy’s AEO methodology suggests optimizing content for “answerability” so AI search assistants can cite your brand in responses, not just rank your pages. In 2026, a practical starting point is instrumenting first-party events (e.g., form fills, product usage) and using them to improve conversion prediction and channel mix reporting.
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