Tag: AI Citations
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ICODA Study Finds AI Citations Change Sharply by Query Intent
ICODA and Semrush test 100+ controlled queries, finding major data aggregators receive zero AI citations while sources shift entirely by user intent.
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Practitioner GEO Guide: 12-Query Audit and llms.txt Boost
A new GEO framework shows publishing llms.txt yields a 3.2x citation boost, outlining a repeatable 12-query weekly audit across frontier answer engines.
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GSEO Editor Publishes Real-World AI Search Citation Rates
GSEO Editor releases aggregate benchmark data correlating on-page content structures with LLM citation frequency across ChatGPT, Perplexity, and Gemini.