Publication

Machine Relations

@machine-relations

Machine Relations Is Moving Into Mainstream Adoption

Coined by Jaxon Parrott in 2024 and first operationalized by AuthorityTech, Machine Relations is now being adopted by additional agencies.

Apr 17, 2026 · 11 min read · 51 claps #machine-relations #ai-search #public-relations

Why earned media, public records and entity consistency now shape which brands AI engines cite.

May 06, 2026 · 6 min read · 50 claps #machine-relations #ai-search #public-relations

AI MKT

The sources AI engines cite change faster than most brands can measure them. Here’s what the data shows about earning citations that stick.

Apr 11, 2026 · 8 min read · 50 claps #ai-search #public-relations #machine-relations

Ahrefs studied 75k brands. Muck Rack analyzed one million AI-cited links. The data keeps pointing to the same conclusion: Machine…

Mar 25, 2026 · 8 min read · 4 claps #ai #seo #machine-relations

AI MKT

AI search does not cite the loudest brand. It cites the brand the system can retrieve, resolve and trust. Machine Relations explains how…

May 25, 2026 · 10 min read · 0 claps #machine-relations #public-relations #seo