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ChatGPT's persistent memory turns user preferences into a durable filter on every future answer.
ChatGPT's memory accuracy hits 75.1%, turning brand citations into compounding assets inside user dossiers.
Google's Search Console test will finally show brands how often they appear in AI answers.
Google's new AI Overviews opt-out is a regulatory concession few publishers can afford to take.
A controlled log study shows most ChatGPT referral 'wins' are platform growth, not AEO skill.
SISTRIX says GPT-5.5 reshuffled ChatGPT citations like a Google core update, with no announcement.
Microsoft's MAI models fragment the AI-visibility target and begin the unwind of its OpenAI dependency.
Amazon's CFAA suit against Perplexity will decide whether AI agents can cross the login wall.
Reddit, YouTube and Quora top Ahrefs' ranking of the domains Google AI Overviews cite most.
Reddit, YouTube and Wikipedia top Perplexity's citation list. Brand-owned content barely registers.
Topical authority still works in LLM answers, but the unit of competition has shrunk to the sub-question.
AI search agents mostly confirm what they already know. The citation economy is a recency arbitrage.
Preferred Sources and Gmail signals are redrawing who gets cited in Google's AI answers.
Gemini's new multimodal demos signal that images, charts and video are now the unit of retrieval.
Vendor AIO benchmarks hide more than they reveal once query intent is segmented.
Opus 4.8's benchmark lead is narrow. Its sub-agent swarms change what brands need to publish.
Anthropic's $65bn raise at a $965bn valuation cements Claude as a third frontier citation venue brands must map.
Google wires user-selected Preferred Sources into AI Overviews citations, creating an opt-in path to visibility.
Gmail signals lift brand visibility in Google's AI Mode, iPullRank's controlled test shows.
846,000 sessions show AI Overviews double back-scroll behaviour. Metadata is the new trust layer.
Pichai's admission signals AI Overviews will get more neutral, rewarding citation-ready institutional content.
iPullRank says the open web is dead. Machine media, content staged for LLMs, is what replaces it.
LLMs get answers right but cite the wrong passages, breaking the AI citation measurement playbook.
Topical fit and list position decide which source LLMs cite first, per a 252,000-trial arXiv study.