50 items tagged citation patterns. Page 1 of 3.
Google and Baidu favour their own platforms in AI health answers, sidelining primary sources.
LLMs suppress critical citations and over-cite popular work, penalising organisations whose authority depends on original, challenging rese.
Google AI Overviews cite a narrow source pool with YouTube dominant, study of 4,480 queries finds.
LLMs pick prestigious sources over identical content, and debiasing instructions don't fix it.
Query language, not location, decides which brands ChatGPT names. English queries surface global brands even from local IPs.
Wharton: one cited source swings AI product picks by 99 points. Third-party citation is now B2B infrastructure.
RAG narrows geographic accuracy gaps in LLM answers on public firms but does not close them, new arXiv research shows.
LLMs cite text but not data. For institutions whose authority rests on datasets, that gap is a serious visibility problem.
ChatGPT fetched 84 Reddit threads and cited zero. The gap between retrieval and citation is now visible.
Undisclosed inference steering can alter LLM brand citations in ways no standard audit can detect.
Pew: a third of post-2022 web pages show AI text. LLM citation credibility now turns on domain provenance.
Chatbots cited an anti-abortion group in 17% of pregnancy queries, with no disclosure, per AlgorithmWatch.
RAG architecture choices, not content quality alone, determine which sources get cited in LLM answers.
Reddit's ChatGPT citation share is falling. Institutional content, properly structured, stands to gain.
Reddit's ChatGPT citation share has dropped sharply. No one knows why, and that opacity is the real story.
ChatGPT's fan-out queries mirror E-E-A-T logic. Unnamed institutional content is invisible to AI answers.
Competing GSEs face a collective action trap that structurally erodes the web corpus their answers depend on.
GSEs favour a narrow publisher set. Authoritative institutions outside it vanish from AI answers, regardless of content quality.
Star ratings move LLM recommendations by 31 points. Structured reputation signals now determine AI visibility.
ChatGPT cites small unlicensed sites as often as major licensed publishers, new data shows.
Web search mode changes ChatGPT's citation behaviour systematically, an arXiv audit of 4,812 responses finds.
LLMs attend to authority tokens, not facts, when giving sycophantic answers. Brand credentials must be explicit in source text.
All Big Four firms now linked to AI hallucinations in published reports, raising citation risks for brands that cite them.
Perplexity crawls live on every query. Fresh, well-structured pages beat established domains.