---
id: "quote-no-page-two"
type: "quote"
source_timestamps: ["§ The Rise of “Share of Model”"]
source_url: "https://hbr.org/2025/06/forget-what-you-know-about-seo-heres-how-to-optimize-your-brand-for-llms"
source_title: "Forget What You Know About Search. Optimize Your Brand for LLMs."
tags: ["llm-behavior", "risk"]
related: ["claim-no-page-two-in-llms"]
speaker: "David Dubois, John Dawson and Akansh Jaiswal"
speakers: ["David Dubois", "John Dawson", "Akansh Jaiswal"]
quote: "Failure to register on an LLM means a brand doesn’t appear at all before consumers. On ChatGPT, unlike Google, there is no “page two.”"
sources: ["geo"]
sourceVaultSlug: "hbr-seg-geo"
originDay: 3
articleStem: "hbr-ext-10-optimize-brand-for-llms"
sourceUrl: "https://hbr.org/2025/06/forget-what-you-know-about-seo-heres-how-to-optimize-your-brand-for-llms"
sourceTitle: "Forget What You Know About Search. Optimize Your Brand for LLMs."
---
# The binary nature of LLM visibility

> "Failure to register on an LLM means a brand doesn’t appear at all before consumers. On ChatGPT, unlike Google, there is no “page two.”"

— [[entity-david-dubois|David Dubois]], [[entity-john-dawson|John Dawson]] and [[entity-akansh-jaiswal|Akansh Jaiswal]]

Emphasizes the existential risk of failing to optimize for LLMs: unlike traditional search there is no secondary visibility. Grounds [[claim-no-page-two-in-llms]] and the binary logic of [[concept-mention-rate|mention rate]].