AI Visibility Agent
Analyses AI-search visibility signals.
Updated August 2026
Overview
The AI Visibility Agent looks at how a brand or website is represented in AI-search experiences, separating directly observed evidence from model-estimated signals.
Signal types
- Citation — a source referenced inside an AI-generated response.
- Mention — a brand or entity named in an AI-generated response.
- Recommendation — a brand, company, or product surfaced as a suggested option.
- Model-estimated signal — inferred by FixRank rather than directly observed.
Important
Estimated does not mean useless. It means it should be labelled honestly. FixRank never presents estimated data as official platform data.