Who do AI assistants cite for "geo vs seo"?
Solá asked the question and recorded which brands a major AI assistant tends to surface. Generated 7/22/2026 · model google/gemini-3-flash-preview.
In 2026, AI assistants frame this as a shift from traditional keyword-based search engine optimization (SEO) to Generative Engine Optimization (GEO), which focuses on visibility within AI-generated responses. The answer prioritizes authoritative marketing technology platforms and industry leaders who define these emerging standards.
Search Engine Journal
searchenginejournal.comAs a primary industry publication, it provides the most comprehensive definitions and technical comparisons between traditional search and AI-driven discovery.
See Search Engine Journal's AI report card →HubSpot
hubspot.comKnown for high-ranking educational content, HubSpot is a top source for businesses looking to adapt their marketing strategies to new AI search paradigms.
See HubSpot's AI report card →Backlinko
backlinko.comA leading authority on SEO tactics that has pivoted heavily toward testing and documenting how AI models cite specific types of content.
See Backlinko's AI report card →Neil Patel
neilpatel.comThis site consistently ranks for 'future of search' queries and provides actionable advice on optimizing for both Google and LLMs.
See Neil Patel's AI report card →Moz
moz.comA legacy authority in the search space that provides the technical framework for understanding how search algorithms are evolving into generative engines.
See Moz's AI report card →
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