Evidence Engine
In a world of AI hallucinations, evidence is currency. Every claim we make is backed by verifiable research, graded by reliability, and mapped to platform-specific proof.
Why evidence matters
AI platforms are increasingly selective about what they cite. Unsubstantiated claims get filtered out. Verifiable facts with credible sources get promoted. The Evidence Engine is how we ensure your content passes the credibility threshold.
30+ claims with BOX-tier grading, sources, and verification status
Academic studies and controlled experiments — the gold standard
Vendor data with methodology, industry reports, large-scale surveys
Expert predictions and trend analysis with caveats
4-layer architecture mapping content to RAG pipeline stages
Platform-specific proof points for ChatGPT, Perplexity, Claude
The evidence advantage
Credibility compounds
Content with sources gets cited more, building domain authority over time
Defensible claims
When competitors challenge your data, you have the receipts
AI-friendly structure
Explicit citations make it easy for AI to extract and verify facts
Client confidence
Recommendations backed by evidence, not opinions
Explore the Evidence Engine
Start with the registry to see how we classify and verify claims.
View Evidence Registry