The Everything-PR coverage hub for Generative AI — the foundation models, applications, and infrastructure reshaping how content is produced, retrieved, and cited. EPR tracks OpenAI, Anthropic, Google DeepMind, Meta AI, Mistral, xAI, Cohere, and the open-weight ecosystem (Llama, Qwen, DeepSeek); the application layer (ChatGPT, Claude, Gemini, Perplexity, Copilot); and the deployment patterns enterprises actually run. The operating-system layer beneath AI Communications.
AI crises move faster than traditional brand crises. This article provides an hour-by-hour AI crisis playbook every brand should have pre-positioned, covering deepfakes, AI-generated hallucinations, and other AI-related incidents. Learn how to detect, verify, and respond within 72 hours, and what infrastructure to have in place before a crisis hits.
Emerging $15-35K/mo (sub-$10M revenue). Growth-stage $35-80K ($10M-$100M). Category leader $80-200K+ ($100M+). Allocation: 35-45% earned, 20-30% creator, 15-25% GEO, 10-15% crisis. The 2026 numbers.
A synthetic answer is the response an AI system generates by gathering information from multiple sources and synthesizing it into a single reply.
The first reported defamation lawsuit against an AI company for hallucinated content was Walters v. OpenAI, filed in 2023. The substance of the case — that ChatGPT generated a false claim about the plaintiff in response to a journalist's query — is a category that has only grown
Brands need a systematic way to audit their presence in LLM outputs. This article outlines the components of a defensible AI audit, including query libraries, cross-platform execution, human review, and source extraction. It also details what good audit deliverables look like and common pitfalls to avoid. Learn how to commission an effective AI visibility audit.
For the last three years, the question of whether AI will replace PR professionals has been asked at every industry conference. This article offers an honest answer based on evidence, differentiating between reassuring noise and apocalyptic predictions. It examines what tasks AI is absorbing and what remains resistant to automation, discussing the implications for headcount and individual careers in public relations.
AI-generated content in PR is now widespread. The disclosure question: what to tell journalists, when to tell them, and the reputational cost of getting it wrong.
Prompt visibility is how present a brand is for a specific prompt, or a specific class of prompts, inside AI systems. It is AI Visibility measured at its most granular level — not across a whole category, but question by question.A brand is rarely visible everywhere or nowhere. I…
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.
LLM Optimization — LLMO — is the practice of improving how large language models represent, retrieve, and cite a brand. In most working use, it is the same discipline as GEO. The two terms are used interchangeably across the industry, and the gap between them is mostly one of emp…