Own the AI
Citation.
ContentXIR is the world's first visibility engine for the AIO era. We map your content against the 12 hidden signals used by generative search—from Hallucination Risk to Semantic Grounding.
THE SIGNAL MATRIX.
We map the architecture of Generative Search through 6 primary intelligence layers.
Battle Engine™
Simulates high-stakes displacement battles against current SERP leaders for specific citation links.
GVS-12 Intelligence
Our proprietary 100-point index mapping content against 12 model-specific visibility weights.
Hallucination Risk
Detects semantic drift and accuracy gaps that trigger 'Model Rejection' for medical/financial queries.
Authority Ceiling
Ensures content doesn't get disqualified for over-optimizing beyond its domain authority logic.
Snippet Readiness
Evaluation of raw HTML and semantic nesting for optimal AI Overview ingestion speed.
Query Fan-Out
Maps your content against the secondary user journeys predicted by AI search models.
Neural Pipeline.
From Raw Content to AI Citation Dominance
Semantic Generation
Our engine mirrors Google's AI Overview logic to predict the exact factual anchors required for the query.
Multi-Engine Audit
Your content is run through 12 specific grounding layers—including Temporal Freshness and Visual Trust Signals.
Battle Displacement
We provide the strategic roadmap to steal citations from top-ranking competitors using the 'Displacement Logic'.
Ready for the
Signal Audit?
Join forward-thinking SEO teams mapping the next decade of search visibility.
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