---
id: "contrarian-algorithm-as-customer"
type: "contrarian-insight"
source_timestamps: ["§ The Second Revolution: Bots as Customers"]
tags: ["customer-identity", "ai-agents", "contrarian-insight"]
related: ["concept-machine-customer-first", "quote-what-is-customer", "quote-customer-journey-algorithm"]
challenges: "The fundamental marketing assumption that purchasing decisions are made by human beings driven by human psychology and emotions."
sources: ["geo"]
sourceVaultSlug: "hbr-seg-geo"
originDay: 3
articleStem: "hbr-ext-13-ai-upending-marketing"
sourceUrl: "https://hbr.org/2026/02/ai-is-upending-marketing-on-two-fronts"
sourceTitle: "AI Is Upending Marketing on Two Fronts"
---
# The Customer Is an Algorithm, Not a Human

**Contrarian insight.** Marketers traditionally use *consumer* and *customer* interchangeably, assuming the purchaser is human (even in B2B or parent–child dynamics). The contrarian claim: the decision-maker is **decoupling from humanity entirely**; the "customer" you must market and sell to is increasingly an autonomous piece of software.

**What it challenges:** the fundamental marketing assumption that purchasing decisions are made by human beings driven by human psychology and emotions. This is the conceptual engine behind [[concept-machine-customer-first]] and is captured in the quotes [[quote-what-is-customer]] and [[quote-customer-journey-algorithm]].

**Counter-perspective (enrichment):** Many agent designs incorporate **human preference modeling** — using human data and feedback as the objective — which suggests AI agents are optimizing for *human utility* rather than an independent "psychology." A balanced counter-view holds that marketing still ultimately targets humans, with AI as a **mediator**: human emotional connection remains primary, while machine readability is an enabling layer. The decoupling may be less total than the framing implies.


## Related across articles
- [[contrarian-ai-is-not-a-channel]]
- [[concept-machine-customer-first]]
- [[quote-what-is-customer]]