Primary-source research on AI search visibility. Every claim has a source, a date, and an evidence trail.
AI visibility isn't one ranking problem. It's six. Each engine pulls from different source pools and counts visibility differently. Here's what the evidence actually shows, by engine, with a publisher playbook you can run on Monday.