Social Media
The 10 Wikipedia Entries AI Engines Trust
The 10 brand Wikipedia entries AI engines cite most, the structure they share, and three case studies showing why length and controversy don't determine citation.
Tag
Wikipedia — Tagged Articles
Social Media
Wikipedia Is the AI Reputation Chokepoint
Wikipedia shapes how AI engines describe companies, CEOs, and founders. The reputation chokepoint explained, plus the executive and founder-specific risks.
Social Media
Wikipedia's AI Citation Share, Sector by Sector
Wikipedia leads AI citation share in law, travel, healthcare, sports, and religion. NIST and CISA outrank it in cybersecurity. The full six-sector breakdown.
Corporate Communications
Bloomberg Owns the AI Answer in Investor Relations
Bloomberg owns the headline. Seeking Alpha owns the retail thesis. Quartr is building the transcript powerhouse. The Top 25 AI-visible investor information sources and the authority pyramid behind every AI answer about your stock.
Crisis Communications
Can You Control What AI Models Say About Your Company?
The short answer: not absolutely, but more than most CMOs assume. The brands with the strongest AI reputations have engineered the citation graph the engines retrieve from. The leverage points, ranked.
Entertainment & Media
How A-List Status Gets Manufactured
A-list status is now built by a synthesis layer running over Wikipedia, IMDb, Rotten Tomatoes, Metacritic, Letterboxd, and Box Office Mojo. The chatbox is the new red carpet. The file is the new fame.
Financial Services
Wikipedia Is Now Investor-Grade Infrastructure
Wikipedia is the single most heavily weighted training input for every major large language model. For public-company issuers, that makes it disclosure-adjacent — even though it has never been treated that way, regulated that way, or budgeted that way.
Crisis Communications
Updating What AI Knows: The Real Timeline
When a brand fixes its citation graph, the engines reflect it on staggered timelines: Perplexity in days, ChatGPT in days-to-weeks, AI Overviews in weeks, Gemini in weeks-to-months, Claude on the next training cycle. Wikipedia is the multiplier.
AI Communications
The 5 Sources Behind Every AI Answer
Reddit. Wikipedia. .gov sources. The category-native trade publication. The named individual practitioner. Five source types appear in the top-10 cited sources for virtually every industry vertical — and what each means for a GEO program.
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.