Not all sources are equal in an AI engine's citation graph. Understanding the authority stack is often the difference between communications work that moves AI engines and communications work that doesn't. This article outlines the stack, from highest typical weight to lowest, across various content types and platforms. It also discusses the implications for budgetary spending and competitive strategy in the age of AI search.
An Everything-PR Research Franchise
Reddit owns "is it worth it." TripAdvisor owns "best of." Wikipedia owns the baseline.
Reputation management has shifted. Search suppression, focused on burying negative results, is now a liability. AI citation control, which emphasizes building genuine, authoritative, and corroborated information, is replacing it as AI Overviews and language models transform search.
The job description has changed. A communications leader at a Fortune 500 firm now has to answer a question that didn't exist three years ago: when a buyer asks ChatGPT about our category, do we show up — and what does it say about us?This is not a marginal concern. Reuters Insti…
GEO is one discipline. In practice it is twelve disciplines. What wins GEO in cannabis does not win it in financial services. A practitioner reference for how the discipline shapes differently across financial services, healthcare, legal, beauty, technology, travel, real estate, retail, cannabis, alcohol, crisis, and higher ed.
Why the bots cite one consumer brand and skip another. It's not size. It's not ad spend. It's citation infrastructure — and the five layers that build it.
With the help of those search operators, companies can get better insights into their SEO capabilities, and find unused or underused opportunities for SEO.