Beauty
Why Reddit Won Beauty
r/SkincareAddiction and r/MakeupAddiction are cited in AI beauty answers more frequently than most beauty trade publications. Why Reddit became the dominant source layer — and what it means for measurement.
Tag
AI visibility
Beauty
Drunk Elephant and the DTC Citation Challenge
Drunk Elephant ranks third in the 2026 Beauty Citation Share Index — but the trajectory matters as much as the score. A look at what happens when a DTC darling's citation graph meets scale, acquisition, and category maturity.
Research
The New Authority Stack
PR didn't get smaller. It got a new layer above it. How earned media + AI citation now build brand authority — and the six levers brands gaining Citation Share are operating across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews in 2026.
AI Communications
Lane 8 Deep Dive: The AI Discovery and Visibility Infrastructure Builders
The ten figures building the infrastructure layer where AI systems retrieve, cite, and surface information. From Cloudflare's crawler controls to Pinecone's vector databases to Profound's brand visibility platform — Lane 8 of the AI Communications 100.
Retail & eCommerce
Wegmans Beat Walmart In 5 States — Here Are The Signals AI Actually Rewards
Wegmans operates 110 stores. Walmart operates 4,600. AI engines tell consumers Wegmans is the better grocery choice in five states. Walmart wins two. The 5W AI Trust Map of America explains why scale does not earn AI authority.
Beauty
The Beauty Citation Share Index: Which Beauty Brands Own AI Answers in 2026
A 2026 ranking of 25 beauty brands by how often they appear, and how favorably their source ecosystem is cited, inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews answers. CeraVe leads.
Generative Engine Optimization (GEO)
The ABA Built the Legal Knowledge Graph Before AI Arrived
The American Bar Association is among the most visible legal institutions in AI-generated answers \u2014 through primary-source publishing, single-domain consolidation, and open-web architecture decisions made before generative AI existed. A case study in retrieval-era authority built by accident.
Financial Services
The 12-Week Pre-IPO AI Playbook
The IPO roadshow now has a second audience: AI engines that will summarize every published word about your company for the next decade. A 12-week operating plan for controlling that narrative before pricing.
Financial Services
ChatGPT and Financial Trust — 25 Prompts, 5 Engines, What They Cite
Twenty-five prompts. Five engines. One hundred twenty-five outputs. Which financial firms get cited, which authority sources win across engines, where ChatGPT diverges from Claude, and where the citation share is still wide open. The data anchor for the Financial Services pillar.
Sports & Gaming
The New Q-Score Is Citation Share
The Q-Score measured athlete marketability for fifty years. AI engines just replaced it. Athlete Citation Share — the share of answers an athlete commands inside ChatGPT, Claude, Gemini, and Perplexity — is the new endorsement currency.