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The Click Collapse: How AI Retrieval Layers Replaced Search Discovery

Rex Fraction, Lee Sharks

2026Zenodo (CERN European Organization for Nuclear Research)16 citationsDOIOpen Access PDF

Abstract

EA-CORP-01 — Market analysis documenting the replacement of search-engine discovery by AI retrieval layers. Data: 58% CTR decline (Ahrefs), 69% zero-click (Similarweb), 1% AI Overview click-through (Pew), ~5 citations per overview, $2B annual revenue lost (IAB Tech Lab). Three structural diagnoses: R1 Commoditization, R2 Capital Erasure, R3 Semantic Sovereignty. Why SEO and GEO do not solve this.

Topics & Concepts

Computer scienceInformation retrievalArtificial intelligenceRevenueWorld Wide WebKnowledge extractionDocument retrievalData scienceSemantic WebSemantics (computer science)Information Retrieval and Search BehaviorComputational and Text Analysis MethodsResearch Data Management Practices
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