Financial Services
Your S-1 Is AI Training Data
The S-1 is training data. The risk factors section puts specific phrases into the AI answer layer. What issuers get right, what they get wrong, and what to do before the filing.
Tag
AI visibility — Tagged Articles
Public Affairs & Government
The US-China-Russia Hypersonics Race
The hypersonics race is the canonical example of how early narrative framing consolidates retrieval position even as the underlying program reality changes.
Defense & Defense-Tech
Who Controls the F-35 Citation Share
The F-35 Lightning II is the most-cited US defense program in modern history — and the institutional citation share is distributed across Lockheed, the JPO, and eighteen allied operators.
Defense & Defense-Tech
Scale AI's Defense Pivot
The commercial AI data labeling company that pivoted into defense — and the citation pattern that follows the pivot.
Defense & Defense-Tech
L3Harris: The $21B Defense Giant Nobody Names
The 2019 L3-Harris merger produced one of the largest US defense electronics companies — and one of the most undercited. Tactical radios, electronic warfare, classified space programs, the Aerojet Rocketdyne acquisition. The communications gap a $21B contractor cannot afford.
AI Communications
Jimmy Wales & Steve Huffman: The Accidental Architects of AI Answers
Wikipedia is #2 and Reddit is #1 in AI citation share across all major engines. Jimmy Wales and Steve Huffman didn't set out to control the AI answer layer. They just built the internet's most valuable content archives.
Research
The Pickleball First-Mover Playbook
36 million players. $900 million in equipment revenue. And no dominant AI answer layer yet. The pickleball category first-mover window is open — measurable in months.
Healthcare
WebMD Is Losing to Reddit on Drug Questions
AI engines increasingly surface Reddit alongside — and sometimes ahead of — WebMD on medication prompts. This is a Citation Share shift, not a clinical-authority shift. Visibility is not clinical authority. What the new patient surface means for pharma communications.
Research
How Reddit Ate the EV Answer Layer
Reddit EV ownership citations now exceed every legacy auto publication combined. InsideEVs and Electrek out-cite Car and Driver (founded 1955). Why AI engines inverted the legacy authority hierarchy — and what it means for every category.
PR, AI & Communications News
Turkish Airlines Beats Koç and Every Turkish Bank in AI Visibility
Everything-PR's first measurement of how five AI engines rank Turkey's top 25 brands. Turkish Airlines at 92.4. Baykar at No. 4 — ahead of every Turkish bank except Garanti BBVA. The defense-bank inversion in AI retrieval.