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How Brands Are Auditing Their Presence in LLM Outputs
AI Communications

How Brands Are Auditing Their Presence in LLM Outputs

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.

EPR Editorial Team ·
Will AI Replace PR Pros? The Honest Answer
Generative AI

Will AI Replace PR Pros? The Honest Answer

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.

EPR Editorial Team ·
Litigation Reputation and Machine Memory
Court

Litigation Reputation and Machine Memory

The dynamic of litigation reputation has shifted. Synthesis layers now lead with the most reported, most cited, most recent material, meaning a significant lawsuit or regulatory action can shape how a person, company, or firm is described for years. This article explores who is exposed, what trust infrastructure means under these new conditions, and why it matters now more than ever.

EPR Editorial Team ·
What Is Prompt Visibility?
Generative AI

What Is Prompt Visibility?

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…

EPR Editorial Team ·