In a recent LinkedIn post, Justin Oberman explores the fundamental differences between quantifiable data and the intangible human elements that drive effective marketing, arguing that artificial intelligence, while powerful, struggles to grasp the latter.
Oberman begins by highlighting a distinction, attributed to an old ad man named Nicholas Samstag, between two types of statements: one that is provable and one that is unprovable. He uses the example:
“He bought her a diamond ring.”
This, Oberman explains, is provable. The ring can be seen, weighed, and measured. He contrasts this with another statement:
“He loves her dearly.”
This sentiment, Oberman points out, is unprovable. It cannot be quantified or objectively measured, but must be intuited. He asserts that the most impactful marketing campaigns have always traded in these unprovable aspects of human experience – emotions, desires, and motivations.
The Limits of Data-Driven Marketing
Oberman critiques the notion that traditional, data-centric marketing approaches are obsolete, particularly when contrasted with the capabilities of AI. He challenges the idea, sometimes promoted by modern marketing gurus, that older methods reliant on direct observation and intuition are inherently flawed.
“Every campaign that ever moved you traded in the unprovable: how people feel, what they secretly want, why they buy the convertible they can’t afford,” Oberman writes. He argues that the essence of marketing lies not just in data collection, but in the art, subtleties, and seductions that a human marketer can perceive and leverage – elements that a purely data-driven approach, or even AI, might miss.
AI’s Strength and Weakness
According to Oberman, artificial intelligence excels at tasks involving the provable – counting, sorting, and averaging data. It is a powerful tool for the first type of statement, the quantifiable facts.
“AI is genuinely brilliant at sentence one. Counting, sorting, averaging. The provable.”
However, Oberman contends that AI falters when dealing with the unprovable aspects of human behavior and emotion. It lacks the capacity to understand or effectively market based on feelings, desires, and the subtle psychological drivers that influence purchasing decisions.
Distinguishing the Tool from the Craft
The core of Oberman’s argument is a warning against mistaking the tools of marketing for the craft itself. He suggests that individuals who solely focus on AI and data, without understanding the human element, are missing a critical component of successful marketing strategy.
“But it has no idea what to do about sentence two because it doesn’t even know it exists,” Oberman states, referring to the unprovable emotional truths. He emphasizes that while AI is a valuable tool, it should not be seen as a replacement for human intuition and understanding in marketing.
Oberman concludes by suggesting that mastering the difference between the provable and the unprovable is key to outperforming those who rely solely on operational tactics and data metrics. In his view, true marketing mastery lies in understanding and appealing to the deeper, often unquantifiable, aspects of the human psyche.
📝 About This Content
This article is based on insights shared by Justin Oberman on LinkedIn.
📅 Originally posted on June 22, 2026 | View original post on LinkedIn →