AI visibility,
explained.
Plain-language explainers and data studies about measuring who and what appears in AI model answers — written to the same evidence-first standards as our measurements.
Editorial articles
Explainers and deep dives on AI visibility and search optimization.
What is AI visibility? A measurable definition
AI visibility is how often and how prominently an entity appears unaided in AI model answers. Here is a definition you can actually measure — and how it relates to GEO and AEO.
Read articleHow AI models decide who to mention
Unaided mentions are not random. Training-data frequency, prompt shape, list effects, and known biases all influence who surfaces in an AI answer — and all of them can be observed in a controlled test.
Read articleAnalyzing Occupational Bias in LLM Recalls
A data study summarizing how different professions surface differently across models. Standardized prompt categories reveal distinct visibility clusters for athletes, actors, and tech CEOs.
Read articleRecurring data reports (for example, most visible actors or companies in AI answers) appear here once enough eligible audits exist to support them. Fameproof does not publish editorial rankings or estimated numbers.