An actionable GEO report answers a question the old keyword-ranking report never could: when a buyer asks an AI engine about your category, does your brand appear, and is it recommended or quietly left out? Build the report around three numbers — an overall visibility score, your Share of Model against named competitors, and the citation rate that converts visibility into traffic — then track them weekly across every engine your customers actually use. Everything else in the report exists to turn those numbers into decisions.
Key takeaways
- Ranking positions no longer exist inside an AI answer, so a GEO report measures presence, sentiment, and citations instead of "position 1-10."
- Three metrics carry the report: AIGVR (0-100 visibility), Share of Model (competitive share of AI answers), and citation and referral rate (the part that pays for itself).
- Report engine by engine — ChatGPT, Gemini, Perplexity, Copilot, Grok, Google AI Mode and AI Overviews each cite and recommend differently.
- Treat hallucinations as a tracked line item; a false claim an AI repeats about your brand is a business risk, not a footnote.
- Run it weekly, not monthly — AI answers move faster than search rankings, and a stale report hides regressions until they cost you.
Why keyword rankings stopped telling the story
For twenty years an SEO report was a list: keywords, positions, "we're number one for best running shoes." When a shopper asks ChatGPT "what are the best running shoes for flat feet?" there is no page one to rank on. There is a single synthesized answer, and your brand is either named, recommended, or absent. Google's own documentation now describes how its AI features assemble responses from across the web rather than handing back ten blue links. See Google's AI features guide
That changes what you measure. In GEO — Generative Engine Optimization — you track presence and sentiment, not position. A brand mentioned as a cautionary example is technically "visible" and commercially worthless; a brand cited as the top pick is the whole game. A good report answers three questions for whoever signs off on the budget: are the models talking about us, what are they saying, and is it moving revenue?
