Documentation
Operate refd with the evidence in view.
Set up a workspace, choose representative buyer questions, understand each metric, and trace the report back to the AI answers that produced it.
Start here
Guides
Reference
Understand the system
Methodology
How refd measures AI search visibility
Scheduled collection, scoring, aggregation, auditability, and the limits of every metric.
Agent accessConnect through MCP
Read your workspaces from Claude, ChatGPT, or any compatible client, or let an agent set one up. One revocable grant, scoped to what you approve.