AI Communications
Gartner to PR: Double Your Budget
Gartner predicts PR budgets will double by 2027 as AI answer engines replace traditional search — and 95% of what they cite is nonpaid earned media coverage.
Tag
LLM — Tagged Articles
Research
Hodinkee Beat WatchTime at AI
In 2014, Hodinkee was a single-author blog about wristwatches. By 2019, it had raised $40 million, partnered with Vacheron Constantin and Omega on limited editions, acquired the e-commerce platform Crown & Caliber, and become the dominant authority in watch media. By 2024, it had
AI Communications
Retrieval Chunking Architecture
AI engines retrieve passages, not pages. This article explains retrieval chunking architecture: the technical, learnable discipline that makes brand content extractable by AI engines. We cover definitional ledes, prompt-shaped headings, extractable tables, evidence-summary blocks, and FAQ structures, outlining how these elements improve AI retrieval and synthesis quality. The article also details common chunking failures and provides an implementation checklist for optimizing editorial pages.
Technology
How Claude Cites Differently From ChatGPT
Communications teams notice major LLMs like ChatGPT and Claude behave differently. These differences reflect distinct architectural choices, training, and product decisions. Understanding them is crucial for AI visibility work, as strategies optimized for one model may neglect the other. Anthropic emphasizes careful, source-grounded responses, while OpenAI focuses on broader retrieval and conversational synthesis. This means Claude often pulls from primary documents, while ChatGPT prioritizes earned media density and recency. Learn how to adapt your content strategy for each.
Crisis Communications
Why AI Hallucinates About Your Company
ChatGPT says your CEO went to Stanford. She went to Penn. Why AI engines hallucinate about brands, and how to close the citation gap before it compounds.
Research
Which media outlets the AI engines actually trust
A category-by-category audit of who LLMs cite when they answer questions about your industry. Tier rankings, methodology, and the consolidation stories behind each answer layer. New issue every two weeks.
Consumer Brands & Retail
Pet Media Citation Share Rankings
The pet category is a $158 billion U.S. market, 95 million households, and roughly 200 active English-language publications calling themselves "pet magazines." Print circulation rankings, Domain Authority scores, and "Top 45" listicles do not predict which of those outlets actual
AI Communications
680M AI Citations. PR Lists Are Wrong.
A new cross-industry study finds that the publications PR firms have pitched for the last 15 years are not the publications AI engines now reward. The study, "The Trade Press AI Index 2026," analyzes 680 million AI citations and finds that 15 domains own 68% of the AI citation market, a concentration far more extreme than Google PageRank ever produced. The Index outlines five shifts every comms function should execute in the next 90 days.
AI Communications
LLM Citation Audits: What We Found Across 100 Consumer Brands — The 32% Challenger-vs-Legacy Gap Decomposed
A study of 100 consumer brands and four answer engines reveals how brand power is changing in the AI era. Legacy brands underperform digital challengers by 32% on Citation Share, highlighting the importance of structured presence across platforms like Wikipedia and Reddit.