AI Visibility
GEO Leaves the PR Trades: Tech Press Picks Up the Story
When a tech publication picks up a luxury AI visibility study unprompted and frames it as a tech story, the category has crossed over. GEO is no longer a PR conversation.
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AI visibility
Legal & Litigation Communications
AI Search and Legal Authority
AI search engines are creating challenges in legal contexts by oversimplifying complex legal distinctions. Examples show how AI flattens critical differences in employment law, eviction procedures, and sentencing exposure, leading to potentially inaccurate or misleading information. The dominant sources cited by AI include high-level legal bodies like the Supreme Court and popular platforms like Wikipedia, often overlooking crucial state-level and specialized legal authorities. This trend suggests legal institutions must publish structured primary sources to maintain their authority in the age of AI-driven synthesis.
AI Communications
llms.txt: The File Every Brand Needs
The llms.txt manifest is the emerging standard for brands to ensure AI engine crawlers can access and cite their content. This article details the crawl layer framework, key AI crawler user agents, and how to avoid common accessibility issues like JavaScript hydration, age gates, geofencing, and rate limiting.
Legal & Litigation Communications
The Law Firms Citation Share Audit 2026
25 US law firms ranked across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. Kirkland leads. Wachtell wins with the most minimal website in BigLaw. Above the Law overtook Chambers. Westlaw and LexisNexis are paywalled out.
Answer Engine Optimization (AEO)
Why Answer Engines Forget Your Brand in 60 Days
AI engines re-rank constantly. Citation Share earned today decays within weeks. AEO is a cadence discipline, not a campaign. Here is the math.
Answer Engine Optimization (AEO)
AEO Is Not SEO — Stop Conflating Them
Search ranks pages against queries. AEO competes for inclusion inside generated answers. Same vocabulary, different game. Here is the difference.
AI Agents & Agentic AI
Agentic Search Kills the Landing Page in 2026
Pages built for human eyes do not survive contact with AI agents. Agents scrape, score, and move. Here is what kills your conversion — and what saves it.
Answer Engine Optimization (AEO)
Every AI Answer Is an Ad — The Brand Named Wins
When an AI engine answers a buying question, the brand it names just ran an ad. The brand it omitted paid for the impression. Welcome to AEO.
AI Agents & Agentic AI
Agent Share Is the New Market Share: The AI Metric Brands Are Missing
Citation Share shows who gets mentioned. Agent Share shows who gets picked. In agentic AI buying, that is the only share that matters.
Generative Engine Optimization (GEO)
From Google Operators to Prompt Mining
From Google operators (site:, inurl:, intitle:) to AI engine prompt mining. The 2026 SEO and GEO discovery research stack.