MR
MachineReadAI & search readiness audit

Blog

MachineRead Blog

Deep dives into AI agent readability, machine-readable signals, and how to make your site discoverable by retrieval-augmented systems.

Why Agents Need to Read Your Site

Agent retrieval is a binary gate, not a ranking gradient. A site an agent cannot parse is absent from that channel entirely, and analytics will not show it.

Launching MachineRead

MachineRead audits any public website for AI agent and search readiness. 13 check groups, 56 checked points, free to run today.