
GEO
AI answer positioning is the role and market identity an answer engine assigns to a founder-led company and its founder.
8 Min Read
Richard

GEO
A small team should compare brand inclusion, recommendation quality, cited evidence, narrative, and commercial outcomes across the platforms customers actuall
8 Min Read
Richard

GEO
A competitor-cited page is an owned or third-party URL that an AI search engine uses to support information about a competing brand.
8 Min Read
Richard

GEO
An AI visibility benchmark is a dated, repeatable baseline showing how answer engines mention, cite, describe, and recommend a brand before GEO work begins.
8 Min Read
Richard

GEO
Competitor sources must be tracked across platforms because ChatGPT, Gemini, and Perplexity can retrieve, synthesize, and cite different evidence for the same
8 Min Read
Richard

GEO
AI citation gap analysis identifies the pages and domains that answer engines use for competitors but do not use for your brand.
8 Min Read
Richard