---
id: "claim-dialogue-replaces-search"
type: "claim"
source_timestamps: ["¶2"]
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: ["consumer-behavior", "paradigm-shift"]
related: ["concept-share-of-model", "quote-journey-starts-with-dialogue"]
confidence: "high"
testable: true
speakers: ["David Dubois", "John Dawson", "Akansh Jaiswal"]
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 consumer journey now begins with dialogue, not search queries

The authors assert the fundamental starting point of the consumer journey has shifted. Instead of typing fragmented keywords into a search engine or visiting a brand's website directly, consumers — particularly younger, wealthier, and more educated demographics — are initiating complex dialogues with AI assistants (e.g., 'Plan me a weekend getaway that won't break the bank'). This is backed by survey data cited in the article: **58% of consumers used Gen AI for product recommendations in 2024, up from 25% in 2023.** See [[quote-journey-starts-with-dialogue]] and the metric it grounds, [[concept-share-of-model-d10]].

**Confidence: high (testable).**

**Enrichment / validation nuance:** *Directionally accurate* — there is a real, well-documented shift toward conversational discovery, especially for complex, multi-constraint tasks; industry surveys (McKinsey, PwC and others) show rapid GenAI adoption. However there is **overreach risk**: saying the journey 'now' begins with dialogue *for consumers in general* is too strong. Traditional search engines, marketplaces (Amazon), and social platforms still dominate overall information-seeking. Treat the 58%/25% figures as **article-specific**, not a universal benchmark, and read the claim as a **trend in progress**, not a completed paradigm shift (see counter-perspective in [[question-som-volatility]] and [[contrarian-market-share-does-not-equal-ai-share]]).


## Related across articles
- [[concept-dark-funnel]]
- [[concept-single-answer-insights]]
- [[claim-seo-obsolescence]]