
Measuring GEO: How to Run a Citation Audit
A Citation Audit is the GEO equivalent of a baseline keyword report. The six-step methodology, end to end.

A Citation Audit is the GEO equivalent of a baseline keyword report. The six-step methodology, end to end.

The share of AI-generated answers across a defined prompt set in which a brand appears. Five components, weighted. The only metric that matters.

GEO is a discipline, not a tactic. Retrieval Architecture, Entity Authority, Citation Anchors, Cross-Engine Coverage, Measurement. The full operating system.

GEO is the discipline of becoming the answer inside ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews. The complete definition.

Liebeck v. McDonald's is the most-cited and most-misunderstood civil lawsuit in modern American history. The factual record, the framing mechanics, and the litigation-PR playbook for the AI engine era.

Brazil rewards local presence and punishes parachute consulting. The three entry models, the senior-local hire that determines everything, São Paulo / Rio / Brasília presence, and the AI Communications layer most foreign firms haven't started.

Go Fish Digital is a 20-year-old digital marketing and reputation management agency from the search-engineering tradition — founded 2005 by Brian Patterson, now part of Agital. The 2026 firm profile.

Repugen is a HIPAA-compliant healthcare-specialist reputation management SaaS — founded 2016 by Ajay Prasad, now positioned across reputation, patient satisfaction, and AI visibility for medical practices.

Birdeye is one of two dominant enterprise review and reputation SaaS platforms — founded 2012 by the Gupta brothers, $93M raised, $146M+ revenue, and the platform competitor moving fastest toward AI-era positioning.

Igniyte is the UK's leading specialist online reputation management consultancy — founded 2009 by Simon Wadsworth, headquartered in Leeds and London, operating globally. The 2026 firm profile.