Visibility
How often a brand appears across tracked prompts in AI-generated answers. Visibility is the foundational KPI in GEO: if your brand doesn't appear, nothing else matters.
GEO Glossary
- Fourteen reviews wrote down that they could not find an Enterprise price. Weeks later, not one of the fourteen publishes it
We re-asked every question our own reviews recorded as unverifiable, on the vendor's own pages. 6 of 98 are answered today, and 0 of 14 Enterprise prices.
- We asked 79 AI visibility tools which engines they cover. Eleven never say it on the page where they sell
Every vendor in our verified catalogue, read on the page its own entry points at, against a frozen engine list. 11 of 77 name none where they sell.
- Every LLM SEO Guide Gives the Same Eight Tips. We Measured Six of Them.
We asked two AI surfaces what LLM SEO is. They cited fourteen pages giving the same eight tips, none with a measurement. Five do not survive our register.
- 48 of the 76 Sites Refusing AI Training Did Not Write That Refusal
Across three strata of cited domains, 48 of the 76 refusals of AI training were a CDN default, and 53 of the 81 signals a person typed permit it.