The Perception Stack: A PR Practitioner's Framework for AI Visibility That Actually Moves Revenue

📰 Hackernoon

After 23 years in PR, I built the Perception Stack to do what press releases never could: put brands inside AI overviews, ChatGPT answers, and Gemini citations within hours of publishing. The framework names a new PR category I call Dynamic News Exchange, and it has already moved real revenue for clients. If you work in PR, comms, or marketing, this is the stack to study.

Published 18 May 2026
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