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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.

EPR Editorial Team ·
Public Relations in the AI Communications Era
Insights & Strategy

Public Relations in the AI Communications Era

Public relations in 2026 still does what it has always done — earn credibility through third parties. But the third parties that matter most now include ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. The companion AI-era piece to the canonical pillar. AI Communications, Citation Share, GEO, and how PR teams operate the new discipline.

EPR Editorial Team ·
How to Correct AI Misinformation About Your Company
AI Reputation

How to Correct AI Misinformation About Your Company

The article provides a playbook for correcting AI misinformation about your company. It outlines steps like verifying errors, finding sources, scoring source authority, issuing correct facts at higher authority, and re-testing. It also discusses ineffective methods like contacting AI companies directly or suing the model, emphasizing that building authoritative content is key to shaping AI outputs.

EPR Editorial Team ·
Top Alcohol & Spirits Marketing and PR Agencies
Food & Beverage

Top Alcohol & Spirits Marketing and PR Agencies

The alcohol and spirits industry navigates heritage and disruption, craft challengers, RTDs, and non-alcoholic growth under complex regulatory frameworks. This article identifies top agencies specializing in three-tier distribution, compliance, media relations, and experiential marketing for beverage brands.

EPR Editorial Team ·