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Generative AI

Google SERP vs. AI Overview vs. ChatGPT: Three Reputation Problems, Three Strategies
Generative Engine Optimization

Google SERP vs. AI Overview vs. ChatGPT: Three Reputation Problems, Three Strategies

Reputation management traditionally focused on Google search results. Today, brands face three distinct surfaces: the Google SERP, AI Overviews, and standalone AI tools like ChatGPT. Each requires a different strategy. This article explores why a single approach is no longer effective and outlines a complete reputation management strategy for the AI era.

EPR Editorial Team ·
Reddit and the Judgment Layer of AI
AI Communications

Reddit and the Judgment Layer of AI

A user asks ChatGPT which mattress is best for back pain.The answer they receive — confident, conversational, specific — has been shaped, in part, by a Reddit thread from 2021. Three anonymous side sleepers. A moderator in r/Mattress who has spent six years correcting misinformat…

EPR Editorial Team ·
AI Engines Now Decide Brand Discovery in More Than a Third of Consumer Categories — and the Winners Aren't the Biggest Brands
AI Visibility

AI Engines Now Decide Brand Discovery in More Than a Third of Consumer Categories — and the Winners Aren't the Biggest Brands

Generative AI engines have become the first stop in a meaningful share of American consumer research, and the brands those engines recommend are often not the brands that lead the underlying markets. A new analysis from 5W, the 'AI Communications Firm,' ranks the largest brands in fifteen consumer and B2B categories by their estimated citation share inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews.

EPR Editorial Team ·
AI VISIBILITY
AI Communications

AI VISIBILITY

AI Visibility is the degree to which a brand is present, accurate, and on-strategy inside the answers generated by AI engines. It is the goal of GEO. It is what Citation Share approximately measures. The mechanism differs from search-era brand visibility.

EPR Editorial Team ·
The VCs Quietly Building Positions in AI Communications
AI Communications

The VCs Quietly Building Positions in AI Communications

Generative Engine Optimization (GEO) has rapidly become a venture thesis, attracting over $250 million in disclosed capital from leading VC firms. This article examines the key players like Lightspeed, Sequoia, and Kleiner Perkins, and their investment strategies in AI communications infrastructure, highlighting the rapid growth and future implications of this emerging category.

Ronn Torossian ·
The Capital Behind AI Communications
AI Communications

The Capital Behind AI Communications

A new category of company is being built and venture capital has noticed. Generative Engine Optimization platforms, AI search engines, AI-native pitching and newsroom tools, reputation systems rebuilt for large language models — the infrastructure of AI communications is being capitalized in real time.

Ronn Torossian ·