[ Category ]
AI Visibility
Citations, mentions, recommendations, and the observed vs estimated distinction.
9 articles
Articles in this category
- Overview
How FixRank represents presence in AI-search experiences.
- Citations
A source referenced inside an AI-generated response.
- Mentions
A brand or entity named in an AI-generated response.
- Recommendations
A brand, company, or product surfaced as a suggested option.
- Source Links
Links surfaced alongside an AI-generated response.
- Competitive Visibility
Seeing who else appears alongside you.
- Observed vs Estimated
The distinction that governs every AI visibility number in FixRank.
- Platform Differences
Why the same brand appears differently across AI surfaces.
- Monitoring Visibility
Reading AI visibility over time rather than as a single snapshot.
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