233 items, newest first. Page 1 of 10.
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.
Google says some sites can skip GEO. For B2B brands with complex buyers, that exemption does not apply.
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.
Google builds tools inside Search, bypassing branded results. B2B brands face structural mid-funnel displacement.
AI Mode queries are 3x longer. Brands that lead with the answer get cited; those that build to it do not.
GPT-5.6 may now pre-select citation sources by domain, bypassing open-web retrieval for many queries.
Reddit's ChatGPT citation share has dropped sharply. No one knows why, and that opacity is the real story.
Google extends dynamic AI layouts into AI Overviews, threatening source attribution for B2B brands.
Search Console hides AI Mode data. Four proxy methods exist, but none is definitive.
Ahrefs' 15M data points show domain authority is a poor predictor of AI citation. Earned coverage wins.
ChatGPT's fan-out queries mirror E-E-A-T logic. Unnamed institutional content is invisible to AI answers.
A new benchmark ranks search APIs for AI agents, making retrieval infrastructure a brand visibility issue.
ChatGPT Ads expands to 31 European markets, splitting LLM visibility into paid and organic tracks.
New benchmark reveals AI platforms can't reliably detect GEO-optimized content gaming LLM citations.
Claude's watermarking shifts word choices invisibly, creating content integrity risks for precision-language brands.
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.
ChatGPT encodes brand preferences before searching. Named brands get a 33x visibility edge.
OpenAI's fetch bot bypasses robots.txt blocks, undermining brands' assumed control over AI retrieval.
Gemini 3.7 Flash hits AI Mode in 24 hours, concentrating citations and raising the bar for B2B content.
Star ratings move LLM recommendations by 31 points. Structured reputation signals now determine AI visibility.
GPT-5.6's routing logic means brand content must now survive a gatekeeping step before it reaches the reasoning model.