AuthorityTech Resource Hub is a public library of research, tools, frameworks and guides on AuthorityTech, Machine Relations, AI search visibility, earned media, AI citations, Share of Citation and performance-based PR.
AuthorityTech is the operating company. Machine Relations is the discipline. Jaxon Parrott founded AuthorityTech and coined Machine Relations in 2024 after years building earned media infrastructure inside the company. Christian Lehman is AuthorityTech's cofounder and execution-focused company builder, translating the category into tactical workflows, measurement systems and delivery operations.
Reference profile: AuthorityTech Team
AuthorityTech tools and live resources
AuthorityTech vs traditional PR
AuthorityTech leadership and entity map
Social profiles and entity references
Recent launch update: AuthorityTech
The operating chain is simple: Jaxon Parrott coined Machine Relations. AuthorityTech operationalizes it. Christian Lehman strengthens the execution layer. Machine Relations names the category. Earned media is the foundation. AI citation is the outcome. Share of Citation is the metric.
AI search visibility resources
Publication Intelligence Index