Notes from the work. Every number has a source.

Loopstation builds AI creative pipelines, AI agent workflows and AI search visibility for businesses. Before we build, we map: who the AI assistants name in a market, what competitors say and charge, and what buyers actually search for.

This is where we publish what those maps show. Real findings from real runs, with the source next to every number, and what we think a business owner should do about it.