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Retrieval Chunking Architecture
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.

Ronn Torossian ·
GEN Z DOESN'T TRAVEL LIKE YOU
Marketing

GEN Z DOESN'T TRAVEL LIKE YOU

Gen Z is now the fastest-growing traveler demographic. Their values, behaviors, and decision processes are genuinely different from previous generations — not just in channel preference, but in what travel means to them. Here's what that means for travel marketing.

EPR Editorial Team ·
AI Communications for Consumer Brands
Technology

AI Communications for Consumer Brands

AI Communications is changing how consumer brands reach shoppers. AI engines like ChatGPT and Claude are now central to product discovery and comparison, moving beyond traditional marketing channels. Brands must adapt their strategies to ensure they are cited by AI for purchase consideration.

EPR Editorial Team ·
12 CPG Digital Marketing Angles That Are Built to Go Viral in 2026
CPG

12 CPG Digital Marketing Angles That Are Built to Go Viral in 2026

Most CPG digital marketing campaigns fail because the idea itself is not designed to spread. This article outlines 12 high-probability viral angles, from "Extreme Use Case" to "Relatable Humor," based on observable patterns across successful campaigns. Learn how to adapt these strategies for your brand and understand the core drivers of virality: curiosity, emotion, identity, and participation. Also, explore the role of execution, platform-native content, and agency partnerships in maximizing viral potential.

EPR Editorial Team ·
AI Marketing Done Right: Relevance Beats Reach
Marketing

AI Marketing Done Right: Relevance Beats Reach

Explore how cognitive digital marketing leverages AI, machine learning, and behavioral analytics to create highly relevant and personalized customer experiences. Learn from leading brands like Nike, Spotify, and Sephora on how to master this essential approach while avoiding common pitfalls.

EPR Editorial Team ·