What is GEO? The search visibility shift, measured
Generative engine optimization is not a new channel to bolt onto SEO — it is the same visibility battle, fought inside answers instead of result pages. Here is how to measure it without fooling yourself.
Traditional SEO reporting focused on ranked links. AI answers add mentions, citations, and generated text as visibility surfaces.
Mentions are not citations
An AI answer that names you has mentioned you; an answer that links to you has cited you. Mentions and citations capture different signals. Citations can generate referral visits; automated sentiment adds context for review and can be wrong.
What to measure
Mention and citation rates across a fixed prompt roster, with denominators and capture dates shown.
Citation rate by supported answer surface, using like-for-like prompts and a documented denominator. Citation rates can vary by engine and prompt set.
Citation URLs and source comparisons for the selected prompt roster, with capture context.
Automated sentiment: review context, not a definitive assessment.
Track these signals per prompt over time, with failed probes visible and excluded from relevant denominators. Competitor comparisons require available snapshots.
A measurement standard
A result-page report does not describe AI-answer visibility. Add a fixed prompt roster, capture metadata, and explicit limitations before drawing conclusions.
Read in Arabic: ما هو GEO؟ تحول رؤية البحث، مقيسًا