Social Media
The AI Citation Map: Reddit's Lead and the PR Playbook
Reddit leads every AI platform's citation share. The full engine-by-engine map, why single-platform strategy fails, and the operator playbook for PR teams.
Tag
AI Citation — Tagged Articles
Social Media
Reddit's Citation Cartel: Subreddits by Category
Reddit's licensing deals with Google and OpenAI, the subreddits that concentrate AI citation power by category, and what brands should do about it.
Social Media
Reddit Is the Judgment Layer of AI Answers
Wikipedia answers facts. Reddit answers judgment questions. Why AI engines treat Reddit threads as ground truth, and what that means for brand strategy.
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.
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
How Major Brands Use Reddit for AI Citation: Eight Sectors
Reddit decides brand citation across pharma, pets, CPG, hospitality, luxury, gambling, auto, and tech. The full eight-sector breakdown of who wins and why.
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.
Social Media
YouTube: The Second-Largest Search Engine on the Open Web
YouTube is a search engine that renders its results as video. 2.7B users. 500 hours uploaded per minute. The buyer-intent surface most PR programs still miss.
AI Visibility
What Makes a Page Citable by AI Engines?
This article explains what makes a web page citable by AI engines, moving beyond traditional search ranking. It highlights the importance of technical accessibility, specific facts, clear content structure, defined information roles, corroboration, and original material to ensure your content is usable as evidence by AI.
Research
The Food & Beverage Publications AI Engines Cite Most
Sporked, Taste of Home, America's Test Kitchen, The Kitchn, Food52, Food Network — the food and beverage publications AI engines cite most on buyer-intent product queries. First-edition spot capture across 10 queries on Google Search.