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MonitorAI Visibility Monitoring
Use structured prompt sets to review how an AI answer environment understands, cites, and recommends your business. Current Production integration: Kimi.
Kimi baseline
LingNav AILINGNAV PLATFORM
Turn company knowledge into
infrastructure AI can understand.
LingNav combines visibility monitoring, diagnosis, optimization, and verification in one operating system for the AI search era.
Visibility ScanIn progress
Entity · Content · Evidence · CitationONE SYSTEM
From signal to sustained improvement
LingNav connects monitoring, diagnosis, optimization, and comparable re-testing. The public method explains what each signal can and cannot show.
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DiagnoseAI Visibility Diagnosis
Identify entity gaps, weak evidence, and the reasons competitors appear when you do not.
Knowledge gaps
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OptimizeGEO Optimization
Strengthen company information, content structure, and verifiable brand evidence.
Information assets
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VerifyAI Performance Tracking
Retest the same signals and turn improvements into a repeatable growth system.
Repeat testing
V1Read the monitoring methodology ↗
Current integration boundary.
Production monitoring currently uses Kimi. ChatGPT, Gemini, Perplexity, and other AI answer/search environments are target coverage, not current Production integrations.
READY TO START
Ready to discover
your AI visibility?
See how AI systems understand, cite, and recommend your business.
Start AI Visibility Audit ↗