The trust-first search engine. Every result carries cryptographic proof of who published it.
In DevelopmentA full search engine where every result carries cryptographic proof of who published it. Trust is 30% of the ranking formula — the core differentiator. Uses MIP (Media Integrity Protocol) for verification, Tantivy for full-text indexing, and a custom trust engine that analyzes certificates, domain ownership, and content integrity. Phishing sites are visually flagged before the user clicks.
Used across the lab
Core to this project
Core to this project
Core to this project
Every project at Distinction Labs traces back to the Seven Axioms. This project is no exception.
Fathom is built on the mathematical foundation of Distinction Dynamics — the same axioms that govern the Distinction Engine, IntelliPhoton, and every other system in the lab.