Rivac LabsVisiby — AI Citation Intelligence for Brand Visibility
Tracks whether and how brands get cited inside AI-generated answers across ChatGPT, Perplexity, and Gemini, turning citation gaps into specific, prioritized content fixes.
Delivered and in production use.
visiby.net
What We're Building
The full scope of this engagement
The multi-engine sampling pipeline that queries ChatGPT, Perplexity, Gemini, and AI Overviews on a schedule and parses cited brands and URLs
The Weekly Action Plan generator that turns citation-gap data into specific, effort-ranked content recommendations
The Recipe Intelligence engine that scores on-page content elements by how often AI engines cite pages containing them
White-label reporting, API access, and SSO infrastructure for Visiby's Agency tier
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