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PrototypeREF · GSV-91
Generative Search Visibility Monitor
A generative-search visibility monitor that tracks brand presence, answer accuracy, citations, and content gaps across AI answer surfaces.
Why this matters
Discovery is shifting from blue links to generated answers. Brands need to know whether AI systems cite them, cite competitors, or produce unsupported claims about their category.
Features
- Scheduled brand, category, and competitor query checks
- Answer, citation, and screenshot capture
- FAQ, schema, llms.txt, and content gap recommendations
Outcomes
- Clearer AI search presence
- Faster correction of misrepresentation risks
- Agency-ready GEO reporting
Reference architecture