Last updated 2026-06-30
Concept comparisonsAI visibility, compared to what you already know
How the new AI-visibility concepts map to the metrics and disciplines marketers already use — so you can place GEO, AI Visibility and AI Share of Voice against SEO, Share of Search and organic traffic.
AI Visibility vs SEO
SEO optimizes where links rank; AI Visibility optimizes whether AI names and recommends you. One wins clicks, the other wins the r…
AI Share of Voice vs Share of Search
Share of Search = your brand's share of category search queries. AI Share of Voice = your share of the category's AI recommendatio…
Generative Engine Optimisation vs SEO
SEO ranks links on a results page; GEO gets you named and cited inside AI answers. They overlap because models read the web, but t…
ChatGPT Visibility vs Google Rankings
Google rankings position your link among ten results; ChatGPT visibility is whether ChatGPT names you in its answer. Strong rankin…
AI Recommendation Share vs Organic Traffic
Organic traffic measures clicks to your site; AI Recommendation Share measures your share of AI recommendations — which can grow e…
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- What are these comparisons?
- Plain-English explainers of how AI-visibility concepts relate to the metrics marketers already know — AI Visibility vs SEO, AI Share of Voice vs Share of Search, and more.
- Where do I start?
- If you're coming from SEO, start with AI Visibility vs SEO and GEO vs SEO.