Start Here · Foundational Essay
Why I Coined Machine Relations
The buyer moved inside the machine. Machine Relations is the category I coined for the kind of media strategy AI systems trust enough to cite.
Jaxon Parrott
CEO & Founder, AuthorityTech · Category creator of Machine Relations
I build systems that make companies visible to AI. Founded AuthorityTech at 22 on a credit card — the world's first AI-native Machine Relations agency. Coined Machine Relations — the discipline of convincing AI engines to cite and recommend your brand. Rebuilt the entire operating system from scratch after teaching myself to code.
Writing
All →Why Publication Prestige Is Losing to Machine Distribution in AI Search
Publication prestige is losing to machine distribution in AI search because AI engines cite the sources they encounter most often in retrievable, structured formats, not the publications founders historically admired most. AuthorityTech's April 15, 2026 publication index shows PR Newswire and Medium far ahead of prestige outlets like Forbes, Fortune, and Reuters in AI citation volume.
Share of Citation Is the AI Visibility Metric That Actually Matters in 2026
Share of Citation measures how often your brand appears inside the small set of sources AI engines actually cite. For founders, it is a more useful decision metric than rankings, traffic, or share of voice because AI discovery is increasingly constrained by source selection, not just discoverability.
Why Founders Should Build for the AI Citation Market, Not the Press List
AI engines do not cite publications the way founders build media lists. AuthorityTech's April 13, 2026 publication index shows PR Newswire, Medium, and TechCrunch outrunning the prestige stack, which means AI visibility strategy should be built around citation behavior, not press mythology.
The AI Citation Paradox: Why Monthly Studies Are the Wrong Input for Your Brand Strategy
There is no universal top source for AI citations. Analysis of 680 million citations across ChatGPT, Perplexity, and Google AI Overviews shows citation patterns vary dramatically by platform, intent, and industry. Brands building strategy from aggregate headlines are solving the wrong problem. Query-specific intelligence, not monthly studies, is what drives AI visibility that compounds.
Share of Citation Is 13. Here's What Running a Daily AI Visibility Monitor Actually Reveals.
Share of Citation (SoC) is the percentage of AI engine responses, across a defined query set, that include your brand as a cited source. Coined by Jaxon Parrott at AuthorityTech in 2025, it replaces Share of Voice as the primary AI visibility metric for brand discovery in AI-mediated search.