6 stories
AI search does not make the technical foundation of SEO obsolete. It raises the value of clear answers, supported claims, stable entities, accessible source pages, and content that remains useful when quoted out of context.
ChatGPT, Google’s AI Overview and AI Mode, given the same prompt, answer differently, and search differently. A pilot study of the queries behind the answers. ChatGPT runs a single long web search query, mostly reusing the prompt’s own wording, and cites 4.1 pages.
As AI search becomes more prevalent, new metrics are needed to measure AI search visibility beyond SEO rankings. Instead of relying on unreliable citation counts, track impressions for AI overviews, visibility for fan-out queries, and conversions.
AEO and GEO name almost the same practice. The real difference in emphasis, where they overlap, and why one tool, such as Prefer, should cover both.
AEO vs SEO: one question vs one keyword, extractability vs crawlability, a citation vs a click, how the daily work differs, and how Prefer measures AEO.
Master Content Orchestration in the AI era. Learn to dominate Zero-Click search, build Agentic Workflows, and own the answers that drive revenue in 2026.
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