Citation Share is the percentage of AI-generated answers — for the category questions that should belong to a brand — in which that brand is actually named or cited. It measures presence inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews, and it is the defining m…
Precision wins in digital PR — the five Ws (WHO, WHAT, WHEN, WHERE, WHY) applied to the canonical campaigns: Spotify Wrapped, Nike's Colin Kaepernick "Dream Crazy" (2018), Airbnb's "We Accept" (2017 Super Bowl), Apple's "Shot on iPhone" (2015+), Patagonia's "Don't Buy This Jacket" (2011). The campaigns that failed precision: Pepsi/Kendall Jenner (2017), Bud Light/Dylan Mulvaney (2023).
The first meaningful interaction with potential buyers now happens inside AI platforms like ChatGPT. Tech companies must adapt their strategies to prioritize AI engine visibility, as buyers are researching and forming impressions there before ever reaching a company's website. This shift compresses the sales funnel and requires a new approach to PR, SEO, and content marketing to ensure accurate and prominent AI citations.
What beauty brands compete for now, how the competition is structured, and how the leaders build authority signals AI engines weight. Five layers of the AI Beauty Authority Stack — entity to amplification.
EltaMD is the case study in beauty brand authority — built on two decades of dermatologist recommendation, editorial validation, and clinical positioning. The same signals that drove in-office credibility now drive the synthesis layer. Why the moat is hard to replicate quickly.
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.
The Trade Desk and Magnite are similarly sized programmatic advertising companies, yet The Trade Desk enjoys a significantly higher market capitalization. This article explores how The Trade Desk's robust public narrative, driven by strong communications and consistent messaging, contributes to its premium valuation compared to Magnite. It examines key practices such as CEO-as-category-spokesperson, narrative discipline, primary data releases, and standards leadership claims, offering valuable lessons for the broader AdTech industry on how effective communication can influence market perception and company valuation.
How cannabis brands build visibility across AI search systems — why the category is uniquely challenging for AI retrieval, the role of Reddit and trade press, compliance considerations, and the disciplines that work.
The first publisher casualties of the AI era are already in the ground. This report details how AI search and Google's AI Overviews have led to a publisher extinction event, with named casualties across the industry and massive declines in traffic and revenue.
Forbes is the most coveted earned-media placement in B2B PR. In citation testing, Reddit beats it for ChatGPT brand citation share by a factor of 2.4x. This article explores why Wikipedia, Reddit, and Substack are outranking Forbes in AI retrieval and what it means for earned media strategy.