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Knowledge Graph Consistency Audit
AI systems cite brands they can verify across multiple authoritative sources. We check your entity across Google Knowledge Graph, Wikidata, and Wikipedia, then surface every gap and inconsistency blocking your citations.
Google Knowledge Graph
Wikidata
Wikipedia
Querying Google Knowledge Graph…
Checking your entity across KG, Wikidata, and Wikipedia simultaneously.
Entity Consistency Score
Baseline to aim for: 41/100
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Google KG
Wikidata
Wikipedia
Baseline: 41
Strong: 72+
CRITICAL ISSUES
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Blocking AI citation
Entity Propagation Chain
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AI models learn about entities through a propagation chain. A break at any link means downstream AI systems may not know your brand exists.
Entity Data Comparison
Side-by-side comparison of how each source describes your brand. Inconsistencies here are what cause AI models to cite you incorrectly or not at all.
Entity Establishment Roadmap