Marketers are no longer just selling to humans, as AI agents increasingly make or influence purchasing decisions. This means the traditional funnel model of awareness, consideration, and conversion is obsolete.
The new funnel model consists of acquisition, engagement, and loyalty, and operates in tandem with intelligent systems and real-time data. Marketers must now optimize for LLMs, voice assistants, and recommendation engines to make their products visible to machines.
A dual-track approach is necessary, as some purchases are still driven by emotion and experience, while others are methodical and outsourced to AI agents. To thrive in this new reality, marketers must optimize for AI agents, differentiate messaging, rethink attribution, accelerate creative operations, and treat AI platforms as new channels.
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Marketing to Machines: The New Funnel for an AI-Driven Buyer
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