Free Resources
Technical audits, whitepapers, and methodologies.
PRIMARY SOURCE
v3.2.1 Forensic Audit: Logic & Verification Report
A comprehensive technical breakdown of the 9-stage Grok audit, validating nDCG discount factors and Wikidata grounding anchors.
- Round 1 – The Math Proof: Validating the Science of Ranking and DCG discount factors.
- Round 5 – Stability Against Drift: Grounding Truth in Verifiable Anchors (Wikidata Q16117622).
- Round 9 – The Final Verdict: "Solid Framework" bridging IR theory with practical AEO.