The end-to-end GEO practitioner's guide — from baseline audit through entity infrastructure, earned media targeting, schema build, and monthly measurement. The complete sequence in one place.
Which brands AI engines name most when buyers research AI communications, GEO, and AI visibility services. The first Citation Share study of the category that builds Citation Share.
What changes when an AI-native communications operation grows from a 90-day pilot to a fully institutionalized discipline. The roles, the budget, the politics, and what year two looks like.
19 industry studies. 5 patterns that appeared in every category. The biggest surprises. And what the data says about where AI citation is going.
Lanes 9 and 10 of the AI Communications 100: the investors shaping the AI development narrative, and the foundations whose accumulated content built the substrate AI engines train on.
Lanes 1 and 2 of the AI Communications 100: the founders and principals of the frontier AI labs, and the enterprise builders deploying AI at scale.
Brief 2 of the GEO Case Studies series. Reddit is #1 in AI citation share. The mechanism, the query types it dominates, and what authentic community presence means as a GEO strategy.
Brief 1 of the GEO Case Studies series. Wikipedia wasn't built for AI citation — but its structure, sourcing standards, and entity architecture make it the single highest-leverage AI citation investment available.
The source map for EdTech AI answers. Government validation sources anchor the factual floor. Category-native trade press sets the editorial tier. Named researchers own the expertise layer.
Citation Share measures how often your brand appears in AI-generated answers across ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. It's the successor to share of voice — and the most important metric in AI Communications.